I., 1 Wright-Patterson Air Force Base, Ohio DTIC OFP S AP119D AIR FORCE INSTITUTE OF TECHNOLOGY ELECTE
|
|
|
- Jasmin Bradley
- 5 years ago
- Views:
Transcription
1 OFP CI THE APPLICATION OF KRIGING IN THE STATISTICAL ANALYSIS OF ANTHROPOMETRIC DATA VOLUME II THESIS Michael Grant Captain, USAF AFIT/G OR/ENY/ ENS /90M-8 DTIC ELECTE DEPARTMENT OF THE AIR FORCE AIR UNIVERSITY S AP119D AIR FORCE INSTITUTE OF TECHNOLOGY I., 1 Wright-Patterson Air Force Base, Ohio B
2 SECURITY CLASSIFICATION OF THIS PAGE REPORT DOCUMENTATION PAGE Form OMF Approved No. 0p04r018e la. REPORT SECURI1,Y CLASSIFICATION lb. RESTRICTIVE MARKINGS UNCLASSIFIED "za. SECURITY CLASSIFICATIUN AUTHORITY 3 DISTRIBUTION/AVAILABILITY OF REPORT Approved for pu-ilic release: 2b. DECLASSIFICATION/DOWNGRADING SCHEDULE distribution unlimited 4. PERFORMING ORGANIZATION REPORT NUMBER(S) 5 MONITORING ORGANIZATION REPORT NUMBER(S) AFIT/GOR/ENY/ENS/9OM-8 6a. NAME OF PERFORMING ORGANIZATION 6b. OFFICE SYMBOL 7a. NAME-aF MONITORING ORGANIZATION School of Engineering A I Pfl fcfl') 6c. ADDRESS (City, State, and ZIPCode) / 7b. ADDRESS (City, State, and ZIP Code) 8a. NAME OF FUNDING /SPONSORING 8b. OFFICE SYMBOL 9. PROCUREMENT INSTRUMENT IDENTIFICATION NUMBER ORGANIZATION (If applicable) AAMRL HEG 8c. ADDRESS (City, State, and ZIP Code) '0. SOURCE OF FUNDING NUMBERS AAMPL/HEG PROGRA.M PROJECT TASK WORK UNIT ELEMENT NO. NO. NO. ACCESSION NO. WPAFB, OH TITLE (Include Security Classification) THE APPLICATION OF KRIGING IN THE STATISTICAL ANALYSIS OF ANTHROPOMETRIC DATA 12 PERSONAL AUTHOR(S) Michael Grant, B.S., M.S., Capt, USAF 13a. TYPE OF REPORT 113b. T:ME COVERED 114. DATE OF REPORT (Year, Month, Day) 15. PAGE COUNT MS Thesis FROM TO SUPPLEMENTARY NOTATION 17..Z COSATI CODES 18.-3UBJECT TERMS (Continue on reverse if necessary and identify by block number) -FIELD GROUP SU'BGROUP ->Kriging." Bayesian Statistics- Morphometricz' Geostatistics' Multivariate Analysis_,-) I ' 19. ABSTRACT (Continue on reverse if necessary and identify by block numberl Thesis Advisors: David G. Robinson Assistant Professor Department of Aeronautics and Astronautics Kenneth W. Bauer Assistant Professor Department of Operational Sciences 20. DISTRIBUTION/AVAILABILITY OF ABSTRACT 21. ABSTRACT SECURITY CLASSIFICATION S UNCLASSIFIED/UNLIMITED 0 SAME AS RPT El DTiC USERS UNCLASSIFIED 22a. NAME OF RESPONSIBLE INDIVIDUAL 22b. TELEPHONE (Include Area Code) 122C. OFFICE SYMBOL David G. Robinson, Asst. Professor (513) AFIT/ENY DD Form 1473, JUN 86 Previous editions ate obsolete. SECURITY CLASSIFICATION C'( THIS PAGE
3 --- UNCLASSIFIED Quality flight equipment is essential to flight crew safety and performance. Oxygen masks, night-vision goggles, and other apparatus must fit crew members comfortably and with complete functional precision. A problem currently facing the Air Force is the inconsistent quality of flight equipment. As new equipment is developed to improve crew members' performance, the requirement for design engineers-to accurately account for the shape arid variability of facial features becomes more critical. This thesis develops the application of kriging in the statistical analysis of anthropometric data to support improvements in the design of flight equipment. Specifically, the geostatistical estimation technique of kriging is used to estimate the facial surfaces which influence the designs of flight apparatus. These surfaces account for the shape of the facial features and minimize the variance between individuals. A Kalman filter is developed to update and aggregate the kriged surfaces. As a proof of concept study, the techniques are demonstrated using data to support the design of the night-vision goggles currently under development. To further enhance the surface estimates, a multivariate analysis is performed to identify the factors which account for the majority of the variability between faces and to group the faces into homogenous clusters. ;- / r._- 7, /7
4 AFIT/GOR/ENY/ENS/90M-8 THE APPLICATION OF KRIGING IN THE STATISTICAL ANALYSIS OF ANTHROPOMETRIC DATA VOLUME II THESIS Presented to the Faculty of the School of Engineering of the Air Force Institute of Technology Air University In Partial Fulfi!lment of the Requirements for the Degree of Master of Science in Operations Research LAOOO9SODlon DTIC T.AB0 w M ichael Grant, B.S., M.S. Uni.ounOd 0 Captain, USAF March 1990 By... - Dit tr ibut ion/l AvallabilitY Codes Avail and/or Approved for public release; distribution unlimited
5 Appendix A. Subjects This appendix provides a graphical representation of the facial data used for this research effort. The first 25 subjects were included in the trend analysis and the final variogram analysis. The next five subjects were used in the kriging and updating analysis. Following these subjects are a group of five faces which were used only in the trend analysis. The last two faces were considered for the analysis but discarded because of inherent shortfalls in the data. A-1
6 *~~0 Subject 09 A-2
7 20o 1go b, M Subject 10 A-3
8 5O Subject 60 A-4
9 too 50 Subject 68 A-5
10 200 i5o 50 0 Subject 114 A-6
11 Subject 116 A-7
12 2000 oo 150 go- Subject 118 A-8
13 100 f50 Subject 122 A-9
14 g O Subject 130 A-10
15 Subject 133 A-11
16 200 10o t50. Subject 136 A-12
17 oo 150 O0! Subject 140 A-13
18 200 too- 50 Subject 142 A-1.4
19 00 f50 10 Subject 153 A-15
20 200 z5o 50O Subject 154 A-16
21 f5o *~, 0 Subject 155 A-17
22 ~~ 0 Subject 159 A-18
23 2Oo 150, SfO0 50 Subject 160 A-19
24 goo 15o too Subject 161 A-20
25 z0' O Subject 167 A-21
26 100 O0 Subject 171 A-22
27 200 16O g~o Subject 173 A-23
28 too 150 Subject 176 A-24
29 "20o go0 100 go- Subject 183 A-25
30 ZOO= 160 f~o 0 Subject 185 A-26
31 200 15o 50 Subject 112 A-27
32 Subject 141 A-28
33 '00. go. 600 Subject 152 A-29
34 20o 50 Subject 156 A-30
35 Ooo.50 Subject 199 A-31
36 $00 t5o too- 50 Subject 01 A-32
37 Subject 07 A-33
38 too Subject 12 A-34
39 ] Subject 89 A-35
40 200. Subject 150 A-36
41 160,r 400 Subject 33 A-37
42 Subject 151 A-38
43 Append c B. Residual Plots This appendix includes the residual plots obtained by differencing the subject data with the trend data. The first 25 residual data sets where used to determine the overall variogram and were used in the kriging and updating analysis. The next five data sets were excluded from the overall variogram analysis, the kriging analysis, and the updating analysis because the variograms were not consistent with the set of 25. These five data sets were included in the trend. The final seven data sets were considered for the kriging and updating procedures. However, only the first five sets followed the standard variogram pattern and were used for kriging and updating the surface estimates. B-1
44 20 io ~0 0) Subject 09 Residuals B-2
45 90' f 0 -to Subject 10 Residuals B-3
46 ,jo 10 0 to Subject 60 Residuals B-4
47 ý ( 0o Subject 68 Residuals B-5
48 g0 0) Subject 114 Residuals B-6
49 20-10 Subject 116 Residuals B-7
50 20, Subject 118 Residuals B-8
51 2 0 ~0 10 Uo...0 Subject 122 Residuals B-9
52 20 10 /0 lip Subject 130 Residuals B-10
53 20-10 Subject 133 Residuals B-11
54 c "10 -~0 Subject 136 Residuals B-12
55 Subject 140 Residuals B-13
56 20 20 d ~o Subject 142 Residuals B-14
57 U, 0 o) /10 Subject 153 Residuals B-15
58 ili Subject 154 Residuals B- 16
59 f. m 20 Cm to co 100 Subject 155 Residuals B-17
60 go 10 ~0 go Subject 159 Residuals
61 10 ~0,-.g Subject 160 Residuals B-19
62 Subject 161 Residuals B-20
63 20 t0 Subject 167 Residuals
64 o0 t0, I Subject 171 Residuals
65 go 80 0 Subject 173 Residuals B-23
66 20 10 Subject 176 Residuals B-24
67 '_ 0 20 CO ~0 '70_ :S h Subject 183 Residuals B-25
68 20 1o -.10 r 00 Subject 185 Residuals B-26
69 20.1ý0 Subject 01 Residuals B-27
70 10 co 110 Subject 07 Residuals B-28
71 20 'fo 0).. lip Subject 12 Residuals B-29
72 t0 go '90O Subject 89 Residuals B-30
73 20- ~0 U, 0 Subject 150 Residuals B-31
74 20 10 S10 Subject 112 Residuals B-32
75 1*o 20 PP Subject 141 Residuals B-33
76 go- Subject 152 Residuals B-34
77 go -- 10" 0.10 Subject 156 Residuals B-35
78 g Subject 199 Residuals B-36
79 20 'go 400 Subject 33 Residuals B-37
80 to,, Subject 151 Residuals B-38
81 Appendix C. Variograms This appendix provides the variograms corresponding to each of the residual data sets in the previous appendix. Each plot displays a set of four variograrns (one for each direction for the individual) and the overall variogram. C-1
82 10'-I Subject 09 -Esf,.mated "., h (disto.?,ce) Subject 09 Variograms 6r Subject 10 -Estimated _ 6 h (distance) Subject 10 variogrrms C-2
83 to -0u j.ct Estimatied i, h (distance) Subject 60 Variograms -,Subject 68 -Estimated h (distance) Subject 68 Variograms C-3
84 10 Subject Estimated h (distance) Subject 114 Variograms Subject stima Ztd h (distance) Subject 116 Variograms 6 8 C-4
85 10. 8 O-Subject 118 -Estimated h (distance) Subject 118 Variograms 10-8 ""-[ Subject Estimated 6 4 S h (distance) Svtbject 122 Variograms C-5
86 W0 $ubject Es~imated h (distance) Subject 130 Variograms 10. Eabject 133 SEstimaryted L h (dilstance) Subject 133 Variograrns C-6
87 10, 10 Subject Estimated h (distance) Subject 136 Variograms 10[.' $ubject EsUmnAted "-- - r h (distance) Subject 140 Variograms C-7
88 S- ubject Estimated , h (distance) Subject 142 Variograms 10 -" " " ' " SI ubject 15? Estimated h (distance) Subject 153 Variograms C-8
89 10 Subject 154 8Estimated h (distance) Subject 154 Variograms "S'- Subject 165 E- stimated h (distance) Subject 155 Variograms C-9
90 10 -Ubject Estimated h (distance) Subject 159 Variograms 10.! - 5-' Subject 160 b 8 Estir,v't, d 4 2 0, I, h (distance) Subject 160 Variograms C-10
91 10 _uuject 161 a' Estimated 8 A-mGU h (distance) Subject 161 Variograms i 0 8 Subject 167 SEstimated a h (distance) Subject 167 Variograms C-11
92 10. 8 Subject Estimated h (distance) Subject 171 Variograms 10. I I. S--': ubject Estimated h (distance) Subject 173 Variograms C-12
93 10, bject u 176 Esftmated " /',...".% ~ h (distance) Subject 176 Variograms 10 ] 8 ' Estimated ,' ' -. 4 // o.'" 2 /,,/ h (distance) Subject 183 Variograrns C-13
94 Subject E- Estimated h (distance) Subject 185 Variograms 20. Subject 01 Estimated h (distance) Subject 01 Variograms C- 14
95 2 0 :subject 0?7_ 75 -EsiatemLd oo....o 10 "'"" """ -" h (distance) Subject 07 Variograms 2 0 i ' ' " " ' ' " ' ' ' '.. -Subject 12 Estimnced ''" I, 10" 5 9./ ft (cdis (mce) C-1 Subject 12 Va~riograms C-15
96 S'uh'jec, t 89 -Es~rtimted ~10~ 5 -,- o h, (distance) Subject 89 Variograms 20 - Subject 150 SEstimated ;... 0 ~ h (distance) Subject 150 Variograms C-16
97 10~ 10.Subject Estimated i h (distance) Subject 112 Variograms 10. 1;*,ubjuct Estimated h (distance) Subject 141 Variograms C-17
98 Subject Estimated 6-, h (distanmce) Subject 152 Variograms 4f 8- [ Subject 156 Estimated h (distance) Subject 156 Variograms G-18
99 10 Subject f99 Estimated h (&dstance) Subject 199 Variograms Subject 33 - Estimated h (distance) Subject 33 Variograms C-19
100 20 "-Subject 157 -Estimated 15,% h (distance) Subject 151 Variograms C-20
101 Appeadix D. Kriging Analysis Figures Kriged Residual Plots This section includes the kriged residual plots for the 30 data sets used in kriging and updating procedures. D-1
102 0o 10 'to Sb00 Subject 09 Kriged Residuals
103 10 b I I Subject 10 Kriged Residuals D-3
104 10 8t0 Subject 60 Kriged Residuals D-4
105 go /0 40 Subject 68 Kriged Residuals D-5
106 20 ~0.10 Subject 114 Kriged Residuals D-6
107 0 10 '20 Subject 116 Kriged Residuals D-7
108 I, /101 Subject 118 Kriged Residuals D-8
109 10 ~0 Subject 122 Kriged Residuals D-9
110 Subject 130 Kriged Residuals D-10
111 290 ~0 Q~Q Subject 133 Kriged Residuals D-11
112 Subject 1.36 Kriged Residuals D-12
113 20 b10 Subject 140 Kriged Residuals D-13
114 .,90 10,1 0 Subject 142 Kriged Residuals D-14
115 20 t0.0 Subject 153 Kriged Residuals D.15
116 20 10 Subject 154 Kriged Residuals i! i I i-i6
117 ýo 10 U Subject 155 Kriged Residuals D-17
118 20 joý i0 'I,1 -I-- ý-i Subject 159 Kriged Residuals D-18
119 20 10,10..0 Subject 160 Kriged Residuals D-19
120 ,00 C,0 10 Subject 161 Kriged Residuals D-20
121 20 10 tf0 nps Subject 167 Kriged Residuals D-21
122 to t0) Subject 171 Kriged Residuals D-22
123 fo Subject 173 Kriged Residuals D-23
124 10 20 C,1 d.o Subject 176 Kriged Residuals D-24
125 10 ~0 re "10 Subject 183 Kriged Residuals D-25
126 20 co 10" Subject 185 Kriged Residuals D-26
127 ~0 Subject 112 Kriged Residuals D-27
128 10 ioi 101 0, Subject 141 Kriged Residuals D-28
129 20 ~0 CIO 1 0 0) 100 Subject 152 Kriged Residuals D-29
130 20 t0 Jo,10... N0 Subject 156 Kriged Residuals D-30
131 20 10 I~bp Subject 199 Kriged Residuals D-31
132 Kriged Facial Surfaces This section provides the kriged facial surfaces for the 30 data sets. The kriged facial surfaces were obtained by combining the kriged residuals with the trend. D-32
133 O, Subject 09 Kriged Surface D-33
134 o. Subject 10 Kriged Surface D-34
135 IO0 Subject 60 Kriged Surface D-35
136 200 5o0 SfO0 5o 0 Subject 68 Kriged Surface D-36
137 200r Subject 114 Kriged Surface D-37
138 ' l o.l _ 50 Subject 116 Kriged Surface D-38
139 20o 150 O00 go. Subject 118 Kriged Surface D-39
140 Ooo '900. fo 100 i Subject 122 Kriged Surface D-40
141 '60, Subject 130 Kriged Surface D-41
142 2000 ~5O too 50 0 Subject 133 Kriged Surface D-42
143 Subject 136 Kriged Surface D-43
144 ZO0 F 150. Subject 140 Kriged Siirface D-44
145 ,go Subject 142 Kriged Surface D-45
146 Subject 153 Kriged Surface D-46
147 Subject 154 Kriged Surface D-47
148 200 15o- 6 0o 0 Subject 155 Kriged Surface D-48
149 a Subject 159 Kriged Surface D-49
150 200 06o Subject 160 Kriged Surface D-50
151 200 f go t oo- 50 Subject 161 Kriged Surface D-51
152 200,go 100 l oo go Subject 167 Kriged Surface D-52
153 D-- Subject 171 Kriged Surface D-53
154 Subject 173 Kriged Surface D-54
155 ZOo Subject 176 Kriged Surface D-55
156 ZOO 15o. 55O Jill 4r D-56
157 Subject 185 Kriged Surface D-57
158 O Subject 112 Kriged Surface D-58
159 ,700 g0o. Subject 141 Kriged Surface D-59
160 o, SJe 2i r).qp
161 ' 50 Su;. l5k. Kriged Surface
162 goo 150, 50. Siihiprt. I(YA Rriored Siirfai-p
163 Facial Surface Estimation Variances This section provides the kriging variances corresponding to the figures displayed in the previous sections. D-63
164 6m 1O 2! 0 Estimation Variances for Subject 09 D-64
165 fo 6.~4 c0 Estimation Variances for Subject 10 D-65
166 ?4 Estimation Variances for Subject 60 D-66
167 fof Estimation Variances for Subjezt 68 D-67
168 10,I 6 Estimation Variances for Subject 114 D-68
169 10 6 Estimation Variances for Subject 116 D-69
170 to- 6.~4 2 lip Estimation Variances for Subject 118 D-70
171 10 6 0) Estimation Variances for Subject 122 D-71
172 Ito, a 6. ~4. Estimation Variances for Subject 130 D-.72
173 Sm 6, lip. 4 0 Estimation Variances for Subject 133 D-73
174 t Estimation Variances for Subject 136 D-74
175 to 8 V 6 4 Estimation Variances for Subject 140 D-75
176 to Estimation Variances for Subject 142 D-76
177 6 4 0 Estimation Variances for Subject 153 D-77
178 10L 8. 6 S4 Estimation Varia.nces for Subject 154 D-78
179 to- 0 1 Estimation Variances for Subject 155 D-79
180
181 6 4, 00 Estimation Variances for Subject 160 D-81
182 Estimation Variances for Subject 161 D-82
183 10 6 CC3 Estimation Variances for Subject 167 D-83
184 10 B Estimation Varihnces for Subject 171 D-84
185 i0 U fd 6 QP Estimation Variances for Subject 173 D-85
186 10 6 ~4-0,, Estimation Variances for Subject 176 D-86
187 to Estimation Variance; for Subject 183 D-87
188 Estimation Variances for Subject 185 D-88
189 to S Estimation Variances for Subject 112 D-89
190 6 4-0, Estimation Variances for Subject 141 D-90
191 6, 0- Estimation Variances for Subject 152 D-91
192 10 6.~4 Estimation Variances for Subject 156 D-92
193 8 0, Estimation Variances for Subject 199 D-93
194 Appendix E. Updated Surface Plots This appendix includes the updated surfaces and variances obtained by the updating procedure. The surfaces were produced sequentially beginning with the lowest numbered subject. Each surface represents the aggregate smr-i;ce or all the subjects up to and including the most recent update. Updated Facial Surfaces This section includes the surface estimates. E-1
195 Updated Surface After Subject 09 E-2
196 200, 150 Updated Surface After Subject 10 E-3
197 500 0 Updated Surface After Subject 60 E-4
198 Updated Surface After Subject 68 E-5
199 io0 50O Updated Surface After Subject 114 E-6
200 "200 r ~50 0o 50 Updated Surface After Subject 116 E-7
201 d 50 Updated Surface After Subject 118 E-8
202 o 1o00 d 50 Updated Surface After Subject 122 E-9
203 Updated Surface After Subject 130 E-10
204 Updated Surface After Subject 133 E-11
205 Updated Surface After Subject 136 E-12
206 Updated Surface After Subject 140 E-13
207 15o.o io 200-5o- Updated Surface After Subject 142 E-14
208 Updated Surface After Subject 153 E- 15
209 Updated Surface After Subject 154 E-16
210 0oo 150 Stoo- 50 * 0O Updated Surface After Subject 155 E-17
211 Updated Surface After Subject 159 E-18
212 200.6O. t0o Updated Surface After Subject 160 E-19
213 200, o 0 Updated Surface After Subject 161 E-20
214 Updated Surface After Subject 167 E-21
215 foo 50, Updated Surface After 3ubject 171 E-22
216 Updated Surface After Subject 173 E-23
217 Updated Surface After Subject 176 E-24
218 2o0 150 o0 Updated Surface After Subject 183 E-25
219 20O 150 Updated Surface After Subject 185 E-26
220 15o. 200' 50 Updated Surface After Subject 112 E-27
221 200 15o. i * Updated Surface After Subject 141 E-28
222 200 50o 10 Updated Surface After Subject 152 E-29
223 00. too 60o Updated Surface After Subject 156 E-30
224 200 50' SO0 p~np Updated Surface After Subject 199 E-31
225 Updated Estimation Variances This section includes the plots of the variances. E-32
226 3 Updated Variances After Subject 09 E-33
227 41 3-0f Updated Variances After Subject 10 E-34
228 4 IB Updated Variances After Subject 60 E-35
229 3.. Z, ot.. Updated Variances After Subject 68 E-36
230 o ,g 04 0 Updated Variances After Siibject 114 E-37
231 f " o*, Updated Variances After Subject 116 E-38
232 1.0 0',6 0.6 "0 0. Updated Variances After Subject 118 E-39
233 t Updated Variances After Subject 122 E-40
234 ' Updated Variances After Subject 130 E-41
235 ' " Updated Variances After Subject 133 E-42
236 1.0O Updated Variances After Subject 136 E-43
237 f Updated Variances After Subject 140 E-44
238 I.e ,. 1.p Updated Variances After Subject 142 E-45
239 " 'o,. Updated Variances After Subject 153 E-46
240 Updated Variances After Subject 154 E-47
241 o S0.1o 0.05 Updated Variances After Subject 155 E-48
242 Updated Variances After Subject 159 E-49
243 0.20 O.fg b Updated Variances After Subject 160 E-50
244 O.2o O.05 Updated Variances After Subject 161 E-51
245 ole- Updated Variances After Subject 167 E-52
246 0.20 O Updatk.d Variances After Subject 171 E-53
247 I V o - 0., Updated Variances After Subject 173 E-54
248 o Updated Variances After Subject 176 E-55
249 0.20 ~a Updated Variances After Subject 183 E-56
250 0.Z0 0.1f5 0.05' S0.10 Updated Variances After Subject 18.5 E-57
251 f n I I I E-58
252 Updated Variances After Subject 141 E-.59
253 "0.9 0.: Updated Variances After Subject 152 E-60
254 0.20 S Updated Variances After Subject 156 E-e 1
255 IO Updated Variances After Subject 199 E-62
OF NAVAL RESEARCH. Technical Report No. 87. Prepared for Publication. in the.. v.. il and/or -- c Spocial Journal of Elactroanalytical Chemistry it
,~OFFICE OF NAVAL RESEARCH Contract N00014-86-K-0556 Technical Report No. 87. Th., Combined Influence of Solution Resistance and Charge-Transfer Kinetics on Microelectrode Cyclic Voltammetry oo i Acee'ic
173 ENERGETIC ION BERN-PLASMA INTERACTIONS(U) PRINCETON i/i UNIV N J PLASMA PHYSICS LAB P KULSRUD 09 MAR 84 RFOSR-TR AFOSR
,-AD-A14@ 173 ENERGETIC ION BERN-PLASMA INTERACTIONS(U) PRINCETON i/i UNIV N J PLASMA PHYSICS LAB P KULSRUD 09 MAR 84 RFOSR-TR--84-9228 AFOSR-83-0203 UNCLRSSIFIED F/G 20/9 NL iii LL~ -A M ma -wn STMaRCS1g3-
WRb-Al? 164 STATISTICAL TECHNIQUES FOR SIGNAL PROCESSING(U) 1/1 PENNSYLVANIA UNIV PHILADELPHIA S A KASSAN 30 NAY 85 AFOSR-TR-6-01?
WRb-Al? 164 STATISTICAL TECHNIQUES FOR SIGNAL PROCESSING(U) 1/1 PENNSYLVANIA UNIV PHILADELPHIA S A KASSAN 30 NAY 85 AFOSR-TR-6-01?2 RFOSR-82-9022 UNCLASSFE F/G 9/4 NL ti 1.0 i Q.2. UILO III,-. o,33% %
SECURITY CLASSIFICATION OF TWI",A,'- Form Approved. ICUMENTATION'PAGE OMB No b. RESTRICTIVE MARKINGS OF
SECURITY CLASSIFICATION OF TWI",A,'- Form Approved ICUMENTATION'PAGE OMB No. 0704-0188 AD- A207 216 1b. RESTRICTIVE MARKINGS OF 3. DISTRIBUTION/AVAILABILITY OF REPORT Approved for puli c release b. DECLASSiFICATION
IEEE". UNIY-NILUAUKEE J SEDER 25 APR 85 AFOSR-TR i RFOSR UNCLASSIFIED F/G 12/1 NL
D- Ai5S 762 SIEVES ND FILTER FOR AUSSI N PROCESSES (U WISCONSIN 1/1 UNIY-NILUAUKEE J SEDER 25 APR 85 AFOSR-TR-85-062i I IEEE". RFOSR-84-9329 UNCLASSIFIED F/G 12/1 NL 110 128 12- ~fll M111 11111!;m NATIONAL
RD-RI STATE-SELECTED ION-MOLECULE REACTION DYNRMICS(U)i/ STANFORD UNIV CA DEPT OF CHEEISTRY R J MORRISON ET AL. D-AlSIFED 5 DEC 84
RD-RI58 868 STATE-SELECTED ION-MOLECULE REACTION DYNRMICS(U)i/ STANFORD UNIV CA DEPT OF CHEEISTRY R J MORRISON ET AL. D-AlSIFED 5 DEC 84 AFOSR-TR-84-i238 F49620-83-C-0033 UNCLASSIFIE O O E F/G 7/5 NL 1111=
geeeo. I UNCLASSIFIED NO 814-B5-K-88 F/G 716 NL SCENCESECTION L F HANCOCK ET AL 81 AUG 87 TR-i
-AiS4 819 PROTON ABSTRACTION AS A ROUTE TO CONDUCTIVE POLYMERS 1/1 (U) PENNSYLVANIA STATE UNIV UNIVERSITY PARK PA POLYMER SCENCESECTION L F HANCOCK ET AL 81 AUG 87 TR-i I UNCLASSIFIED NO 814-B5-K-88 F/G
D-,+O K.1K. b9 V 378
CLSSIICATON ALD -A207 000 REPORT DOCUMENTATION PAGE ors Appove1 la. REPORT SECURITY CLASSIFICATION 1lb. RESTRICTIVE MARKINGS 2a. SECURITY CLASSIFICATION AUT _"ALECTE 3. DISTRIBUTION /AVAILABILITY OF REPOR
IW IIIIL2 5-_6. -, ~IIIl IIII'nll MICROCOPY RESOLUTION TEST CHART NAI IONAL BUIREAU O( STANDARDS 1963 A
-R177 486 EXTREME VALUES OF QUEUES POINT PROCESSES AND STOCHASTIC I/i WETUORKSCU) GEORGIA INST OF TECH ATLANTA SCHOOL OF INDUSTRIAL AND SYSTEMS ENGINEERING R F SERFOZO 7UNCLASSIFIED 39 NOV 86 IEEE'.'.
DTIC : D o 01, Euler's Theorem for Polynomials. Naval Research Laboratory. OV,,,FB2 90I February 9, NRL Memorandum Report 6605
* flti' FILE COPY Naval Research Laboratory Washington, DC 20375-5000 NRL Memorandum Report 6605 0 CO Euler's Theorem for Polynomials ~WU.UAM ~Identification DTIC WARDLAW Systemts Branch Radar Division
, i, ~. '~~~* a F- WI W U V U S S S S S S It
AD-A194 365 REACTION DYNAMICS ON SEMICONDUCTOR SURFACES(U) h RENSSELAER POLYTECHNIC INST TROY NY DEPT OF MATERIALS ENGINEERING J B HUDSON 29 FEB 86 NOB8e4-86-K-0259 UNCLASSIFIED F/G 7/4 NI @MonossonE ,
Final Report. Principal Investigator Dr. John E. Dennis (6/15/86-6/14/89) DAAL03-86-K-01 13
Topics in Numerical Optimization Final Report 00 W0 Principal Investigator Dr. John E. Dennis N (6/15/86-6/14/89) U. S. ARMY RESEARCH OFFICE DAAL03-86-K-01 13 Department of Mathematical Sciences Rice University
A70-Ai ARE MASS EXTINCTIONS REALLY PERIOOIC7(J) CALIFORNIA t/l UNIV BERKELEY OPERATIONS RESEARCH CENTER S M ROSS OCT 86 ORC-86-i9 RFOSR-86-8i53
A70-Ai74 290 ARE MASS EXTINCTIONS REALLY PERIOOIC7(J) CALIFORNIA t/l UNIV BERKELEY OPERATIONS RESEARCH CENTER S M ROSS OCT 86 ORC-86-i9 RFOSR-86-8i53 UNCLASSIFIED F/G 8/7 Nt 1111.0 L41 8 32 L5 U. 11~[25IIII'*
IUNCLSSIME N E F/G 11?2 NL
AD-RI58 658 BORON-NITROGEN POLYNERS(U) ULTRASYSTENS INC IRVINE CA III 1 K L PACIOREK ET AL. 01 JUL 85 SN-2822-F NS9914-82-C-9482 IUNCLSSIME N E F/G 11?2 NL 1.0 16 2.: w1111342 1.8 11111125 1111.4 L MICROCOPY
111 L3, L 111 "- MICROCOPY RESOLUTION TEST CHART NATINAL BUREAU OF STANOARDS1963-A
HD-R137 IEEEEEE EAERCH IN RLGEBRFIIC MANIPULATION(U) MASSACHUSETTS I'll INST OF TECH CAMBRIDGE LAB FOR COMPUTER SCIENCE J MOSES 26 JUN 8-1 RFOSR-TR-84-0836 RFOSR-80-0250 UNCLRSSIFIED F/G 12/1 NL 111 L3,
Eu"'..E J1 I KELLER MAR 97 ARO IS-MA DRR K-N24 UINCLASSIFIED FIG 20/11 NI.
ADt-R161 649 NONLINEAR AND RANDOM PHENOMENA IN ELECTROMAGNETIC AND 1/1 - ACOUSTIC WAVE PROPROATION(U) STANFORD UNIV CA J1 I KELLER MAR 97 ARO-21060. IS-MA DRR029-95-K-N24 Eu"'..E UINCLASSIFIED FIG 20/11
AD-AI96 3M OU A)(NTUOPD CON If jj (JU) I E N~jU NJ I/i. ULAS S IF IED AW -1 a2 F'G 12/0 IL KD-LA
AD-AI96 3M OU A)(NTUOPD CON If jj (JU) I E N~jU NJ I/i ULAS S IF IED AW -1 a2 F'G 12/0 IL FA KD-LA ii1.0, 12.1I 1111102.m2 40 $j2.0 11.25 1.4 A 111. MtCROCOPY RESOLUIION IISI CHART 0 Tf FILE COPI o APORiR.
M:FE. ULh N 90 M UV-LRSER REARCT IONS OF MOLECU.M ASSOATES(U) MRSNOIUTTS INST OF TECH LEX INGTON LINCOLN LAS ML 2? DEC 97 RAO-21?69.
N 90 M UV-LRSER REARCT IONS OF MOLECU.M ASSOATES(U) v M:FE MRSNOIUTTS INST OF TECH LEX INGTON LINCOLN LAS M I 0JE.INET LhH ML 2? DEC 97 RAO-21?69. 6-PH ULh IU~lMSjIEO KPR-mRO-l31-G6 F/O?/5 M 1-0 1 1*18
PHYSICS OTIC. The Universityof 2r Western Ontario AD'-A MERGED BEAM STUDIES OF LASER STIMULATED RADIATIVE RECOMBINATION.
AD'-A253 38 MERGED BEAM STUDIES OF LASER STIMULATED RADIATIVE RECOMBINATION. OTIC 4dTechnical Report JUL24 i9,2 C 31 May 1992 Prepared by: J.B.A. Mitchell A e' 92-19914 b O zb~ t(* l a se ; PHYSICS The
r-!-f o ~~APOR -TV 88i34-L ~'"ANALYTICAL, NUMERICAL AND EXPERIMENTAL FINAL REPORT ON AFOSR \ 198, REFLECTIONS IN PURE AND DUSTY GASES"
Y 00 -I o ~~APOR -TV 88i34-L FINAL REPORT ON AFOSR-87-0124 r-!-f ~'"ANALYTICAL, NUMERICAL AND EXPERIMENTAL. INVESTIGATIONS OF OBLIQUE-SHOCK-WAVE \ 198, REFLECTIONS IN PURE AND DUSTY GASES" 1 February,
On-Orbit Observations of Single-Event Upset in Harris HM-6508 RAMs: An Update
VWY (0o I On-Orbit Observations of Single-Event Upset in Harris HM-6508 RAMs: An Update Prepared by J. B. BLAKE Space Sciences Laboratory The Aerospace Corporation El Segundo, CA 90245 and R. MANDEL Lockheed
INSTRUMENTATION FOR COLLISIONRL ENERGY TRANSFER STUDIES I/i (U) MISCONSIN UNIV-MADISON DEPT OF CHEMISTRY F F CRIM 27 OCT 87 RFOSR-TR-87-i78"
-19 495 INSTRUMENTATION FOR COLLISIONRL ENERGY TRANSFER STUDIES I/i (U) MISCONSIN UNIV-MADISON DEPT OF CHEMISTRY F F CRIM llll m 27 OCT 87 RFOSR-TR-87-i78" AFOSR-86-0244 UNCLASSIFIED F/G 26/5 NL 111a %.7
TITLE TECHNICAL REPORT. AUTHOR Basilis Gidas (Professor) U.S. ARMY RESEARCH OFFICE CONTRACT NUMBER DAAL03-86-K INSTITUTION Brown University
Mo A -?/./I- AA-$3> TITLE A Renormalization Group Approach To image Processing, A New Computational Method for 3-Dimensional Shapes in Robot Vision, and the Computational Complexity of the Cooling Algorithms.
AD-A REPORT DOCUMENTATION PAGE OM8 No UNCLASSIFIED
UNCLASSIFIED SECURITY CLASSIFICATION OF THIS PAGE Form Approved REPORT DOCUMENTATION PAGE OM8 No. 0704-0188 1b RESTRICTIVE MARKINGS AD-A212 005 3. DISTRIBUTION /AVAILABILITY OF REPORT Approved for Public
EEEEEEE. 7 nd-a1?2 ii7 STATEMENT OF NEGATIVE FINDINGS ON THE TEST EXCAVATIONS 1;1
7 nd-a1?2 ii7 STATEMENT OF NEGATIVE FINDINGS ON THE TEST EXCAVATIONS 1;1 AT THE REUNION SITE -- 32WA406(U) NORTH DAKOTA UNIY GRAND FORKS DEPT OF ANTHROPOLOGY AND ARCHAEOLOGY UNCLASSFIE EEEEEEE L L LOENDORF
I UNCLASSIFIED N L JOHNSON ET AL. OCT 85 UMD-DNSS-S5/9-REY F/G 12/1 NL
"60ft-N±60 142 STATISTICAL EFFECTS OF IMPERFECT INSPECTION SAHPLINS: 1/1 - DEPT 11 DOUBLESANPLING OF A.. (U) MARYLAND, UNIY COLLEGE PARK NAUGEMENT SCIENCES AND ST.. I UNCLASSIFIED N L JOHNSON ET AL. OCT
III- *~ IIIIIN III 36 [U 1111I O LT-6. k~copyresol T. EOS CHARTl. Ij. l]' '
![III- *~ IIIIIN III 36 [U 1111I O LT-6. k~copyresol T. EOS CHARTl. Ij. l]' '](/thumbs/92/110778350.jpg "III- *~ IIIIIN III 36 [U 1111I O LT-6. k~copyresol T. EOS CHARTl. Ij. l]' '")
It -A162 211 A PULSED FIELD GRADIENT NUCLEAR MAGNETIC RESONANCE 1 SPECTROMETER FOR DIREC (U) NORTHWESTERN UNIV EVANSTON IL D H WHITMORE 24 APR 87 AFOSR-TR-87-8847 UNCLASSIFIED AFOSR-85-0898 F/G 7/4 NL
DTIC. Naval Research Laboratory. Influence of Shear Modulus on the Behavior of Acoustically Transparent Materials ELECTE J, JUN 3 0 IM
ID-8169 209 INFLUENCE OF SHEAR MODULUS ON THE BEHAVIOR OF I ACOUSTICALLY TRANSPARENT MATERIALS(U) NAVAL RESEARCH LAB MASHINGTON DC P S DUBDELDAY 36 APR 66 NRL-NR-5745 UNCLASSIFIED F/O 1711 ML MoEs"n L3,
.IEEEEEEIIEII. fflllffo. I ll, 7 AO-AO CALIFORNIA UN IV BERKELEY OPERATIONS RESEARCH CENTER FIG 12/1
7 AO-AO95 140 CALIFORNIA UN IV BERKELEY OPERATIONS RESEARCH CENTER FIG 12/1.IEEEEEEIIEII AVAILABILITY OF SERIES SYSTEMS WITH COMPONENTS SUBJECT TO VARIO--ETC(U) JUN 80 Z S KHALIL AFOSR-77-3179 UNCLASSIFIED
RD-Al NONLINEAR PARTIAL DIFFERENTIAL EQUATIONS ANDREA D / I UNCLASSIFIED AFOSR-TR AFOSR F/G 12/1 NL
L RD-Al72 253 NONLINEAR PARTIAL DIFFERENTIAL EQUATIONS ANDREA D / I OF PROBLEM~ MATHEMATICS ~~~spd D AP V CHUDNOVSKV U COU ET IAUI AL. 30 NE SEP 35 RK ET I UNCLASSIFIED AFOSR-TR-84-8654 AFOSR-81-8190 F/G
AD-A1GS 323 FIRST PASSAGE TIMES IN STOCHASTIC DIFFERENTIAL - 71 EQUATIONS OF NATHENATICAL..(U) NORTHWMESTERN UNIV EVANSTON IL DEPT OF ENGINEERING
AD-A1GS 323 FIRST PASSAGE TIMES IN STOCHASTIC DIFFERENTIAL - 71 EQUATIONS OF NATHENATICAL..(U) NORTHWMESTERN UNIV EVANSTON IL DEPT OF ENGINEERING SCIENCE AIND.. UNCLASSIFIED 9 J MATKOMSKY APR 85 RFOSR-TR-85-6767
rocumentation PAGE 1b. RESTRICTIVE MARKINGS ' " p ioa* -K b. ADDRESS (City, Stare, and ZIP Code) (If applicable) AFOSR a"
AD-A212 088 EL EC Ti7 rocumentation PAGE 1b. RESTRICTIVE MARKINGS ' " ir ie d 17 o! SECuRT," CLSS~CATON AUt,TY SP 0 8993 DISTRIBUTION/AVAILABILITY OF REPORT Approved for public release; 2u. OECLA SIFICATiON/DOWNG
mhhmhh -ft6o 617 PRONXLZSTIC NRLYSIS OF RLOITIUS FORNP-COMPLETE 11 I PROULENS(U) INDIANA UNIV RT BLOONINOTON DEPT OF
-ft6o 617 PRONXLZSTIC NRLYSIS OF RLOITIUS FORNP-COMPLETE 11 I PROULENS(U) INDIANA UNIV RT BLOONINOTON DEPT OF CONPUTER SCIENCE J FRANCO 12 DEC 05 AFOSR-TR-86-0310 UNCLASSIFIED RFOSR-84-9372 F/0l 12/1 NL
~R-MSsmKm ROT: SEPTEMBER 1987(U) MRRLM UNIV COLLEGE 1/1 PRW DEPT OF ZOOLOGY M COLOMBXNI 29 SEP 87 MENE" 7WMNLRSSIFIED & -- 61F/0 6/2 IL
~R-MSsmKm ROT: SEPTEMBER 1987(U) MRRLM UNIV COLLEGE 1/1 PRW DEPT OF ZOOLOGY M COLOMBXNI 29 SEP 87 7WMNLRSSIFIED MENE" & -- 61F/0 6/2 IL Li3s - IL125 1HI 4 I. " " 'DTIC Annual Report: Sept. 1987 Grant *
Barry L. Knier, Ph.D. UNIVERSITY OF PUERTO RICO, RIO PIEDRAS CAMPUS Rio Piedras, PR 00931
CHEMICAL RESEARCH, DEVELOPMENT 5- ENGINEERING CENTER CRDEC-TR-881 INHERENT BIAS IN NONLINEAR LEAST SQUARES ANALYSIS OF FIRST-ORDER KINETIC DATA 0 N Barry L. Knier, Ph.D. UNIVERSITY OF PUERTO RICO, RIO
EE77Eh I DR? 4 GNRTO OF PHSHRU ESE PHOSPHORUS ANIDE RND L/I PHOSPHINE DERIVATIVE.. (U) DUKE UNIV DURHAM NC DEPT OF
I DR? 4 GNRTO OF PHSHRU ESE PHOSPHORUS ANIDE RND L/I I PHOSPHINE DERIVATIVE.. (U) DUKE UNIV DURHAM NC DEPT OF EE77Eh CHEMISTRY L D QUIN V7 OCT 86 ARO-22945. 7-CH UNCLASSIFIED DRLO3-86-K-6628 F/G 7/3 NL
AD-A REPORT DOCUMENTATION PAGE. lb. RESTRICTIVE MARKINGS AFOSR-TR. AFOSR SOURCE OF FUNDING NOS. PROGRAM ELEMENT NO.
^H- J -'.--!---! J -^.--'^'---!- 1 '' ' '-^.- J.v-v i,.-'^^'r ji.-'j"j^-j''^ ^ -^-"MV-">.V.. 1-1.-VJ.^^."'.".M^Mrj mw i i UNCLASSIFIED SECUniTY CLASSIFICATION OF THIS RAGE! REPORT SECURITY CLASSIFICATION
07 COMPRESSIBLE THO-DI..(U) NAVAL RESEARCH LAB WASHINGTON
b-a164 965 EVOLUTION OF MEAN SQUARE MAGNETIC VECTOR POTENTIAL IN i1 07 COMPRESSIBLE THO-DI..(U) NAVAL RESEARCH LAB WASHINGTON NC 9FIE DC R I DAHLBURG 09 SEP 97 NRL-MR-6912 7 unclassified F/G 20/9 Ni. 11111
S 7ITERATIVELY REWEIGHTED LEAST SQUARES - ENCYCLOPEDIA ENTRY.(U) FEB 82 D B RUBIN DAAG29-80-C-O0N1 UNCLASSIFIED MRC-TSR-2328
AD-A114 534 WISCONSIN UNIV-MADISON MATHEMATICS RESEARCH CENTER F/B 12/1 S 7ITERATIVELY REWEIGHTED LEAST SQUARES - ENCYCLOPEDIA ENTRY.(U) FEB 82 D B RUBIN DAAG29-80-C-O0N1 UNCLASSIFIED MRC-TSR-2328 NL MRC
DISTRIBUTION A: Distribution approved for public release.
AFRL-AFOSR-UK-TR-2016-0035 Solar Wind Earth Exchange Project 140200 Steven Sembay UNIVERSITY OF LEICESTER 10/28/2016 Final Report DISTRIBUTION A: Distribution approved for public release. Air Force Research
_L.4
AO-A74 ~ UNSATURATED METAL CARBONYLS(U) NORTHWdESTERN UNIV EVANSTON IL DEPT OF CHEMISTRY E WEITZ 28 OCT 86 UNCLASSIFIED AFOSR-TR-86 i872 AFOSR-83-e372 F/G 7/4 NL MEEE...'. 1111Q8 1.01'5I 11111 L3.6 o 11111
lb. RESTRICTIVE MARKINGS 20. SECURITY CLASSIFICATION AUTHORITY 3. DISTRIBUTION /AVAILABIUTY OF EPORT Approved for publle reisse;
AD-A207 110 CUMENTATION PAGE OURftO70"1" lb. RESTRICTIVE MARKINGS 20. SECURITY CLASSIFICATION AUTHORITY 3. DISTRIBUTION /AVAILABIUTY OF EPORT Approved for publle reisse; 2b. DECLASSIFICATION I DOWNGRADING
1 UBE UTION STA-TD!UI A Approved for public T4*OOD; DIstribution Unlim-ited OTIC FILE COBEY. tf CENTER. S lwd
AZ FILE COBEY CHEMICAL RESEARCH, Ct -DEVELOPMENT 8 00 ENGINEERINGI tf CENTER 0RE-R-80 CDCT-80 O METHOD FOR SAMPLING OF METHYL SALICYLATE VAPOR IN AIR USING PASSIVATED STAINLESS STEEL SYRINGES AND ANALYSIS
AD-Ri STABILIZfiTIOW 5TUDIESMU CALIFORNIA UNIV LOS ANGELES i/1 SCHOOL OF ENGINEERING AND APPLIED SCIENCE N LEVAN
AD-Ri42 644 STABILIZfiTIOW 5TUDIESMU CALIFORNIA UNIV LOS ANGELES i/1 SCHOOL OF ENGINEERING AND APPLIED SCIENCE N LEVAN I MAR 84 RFOSR-TR-84-0584 AFOSR-79-0053 INCLASSIFIED F/G 12/1 NL ----------------------------------------------------------------------
Eu'.. LASER FLUORESCENCE YELOCIMETER(U) TIEWNESSEE UIV SpftE 11 INST TULLRHON 0 R KEEFER 10 DEC 8? I-EU
1 10 LASER FLUORESCENCE YELOCIMETER(U) TIEWNESSEE UIV SpftE 11 INST TULLRHON 0 R KEEFER 10 DEC 8? 110-20471. I-EU Eu'.. DRRO29-S3-K-9110 UICLMASSXFIED F/0 911 ULi w- r111 UNCLASSIFIED MASTER COPY - FOR
I 6c. ADDRESS (City, State, and ZIP Code) 7b. ADDRESS (City, State, and ZIP Code)
3 4 UNCLASSIFIED!) SECURITY CLASSIFICATION OF THIS PAGE. Ra UNCLASSIFIED EPORT SECURITY CLASSIFICATION 1 lb 1b. RESTRICTIVE MARKINGS rgc : Form Approved OMB No. 0704-0188 i 2a. SECURITY CLASSIFICATION
D-A INTERACTION OF CHARGED PARTICLE BEAMS WITH PRE-IONIZED L CHANNMELS(U) MI CHIGAN UNIV ANN ARBOR DEPT OF NUCLEAR
L D-A175 049 INTERACTION OF CHARGED PARTICLE BEAMS WITH PRE-IONIZED L CHANNMELS(U) MI CHIGAN UNIV ANN ARBOR DEPT OF NUCLEAR ENGINEERING T KANNASH ET AL, 29 SEP 85 UNCLASSIFIED AFOSR-TR-86-2179 AFOSR-82-0339
A MULTI-SENSOR FUSION TRACK SOLUTION TO ADDRESS THE MULTI-TARGET PROBLEM
Approved for public release; distribution is unlimited. A MULTI-SENSOR FUSION TRACK SOLUTION TO ADDRESS THE MULTI-TARGET PROBLEM By Dr. Buddy H. Jeun, Jay Jayaraman Lockheed Martin Aeronautical Systems,
REPORT DOCUMENTATION PAGE
REPORT DOCUMENTATION PAGE Form Approved OMB No. 0704-0188 Public reportinq burden for this collection of information is estimated to average 1 hour per response, including the time for reviewing instructions,
USER S GUIDE. ESTCP Project ER
USER S GUIDE Demonstration of a Fractured Rock Geophysical Toolbox (FRGT) for Characterization and Monitoring of DNAPL Biodegradation in Fractured Rock Aquifers ESTCP Project ER-201118 JANUARY 2016 F.D.
A0A TEXAS UNIV AT AUSTIN DEPT OF CHEMISTRY F/G 7/5 PHOTOASSISTED WATER-GAS SHIFT REACTION ON PLATINIZED T7TANIAI T--ETCIUI
AA113 878 TEXAS UNIV AT AUSTIN DEPT OF CHEMISTRY F/G 7/5 PHOTOASSISTED WATER-GAS SHIFT REACTION ON PLATINIZED T7TANIAI T--ETCIUI APR 82 S FANG. 8 CHEN..J M WHITE N14-75-C-922 UNCLASSIFIED NL OFFICE OF
Metrology Experiment for Engineering Students: Platinum Resistance Temperature Detector
Session 1359 Metrology Experiment for Engineering Students: Platinum Resistance Temperature Detector Svetlana Avramov-Zamurovic, Carl Wick, Robert DeMoyer United States Naval Academy Abstract This paper
I -Ai THE ROLES OF YXB AND DENSITY GRADIENTS IN PLASMA1/ IEE
I -Ai65 230 THE ROLES OF YXB AND DENSITY GRADIENTS IN PLASMA1/ ELECTRIC FIELDS HEASURDD.. (U) S-CUBED LA JOLLA CA J R LILLEY ET AL. JUN 85 SSS-R-85-7339 AFGL-TR-85-0257 UNCLASSIFIED F19628-82-C-9881 F/G
ATLANTA SCHOOL OF INDUSTRIAL AND SYSTEMS ENGINEERING R F SERFOZO DEC 87 AFOSR-TR OFOSR UNCLASSIFIED F/O /3N L
ATLANTA SCHOOL OF INDUSTRIAL AND SYSTEMS ENGINEERING R F SERFOZO DEC 87 AFOSR-TR-99-0197 OFOSR-64-9367 UNCLASSIFIED F/O /3N L S a' B' a I N,' B' B,.. B,.' B-'. a' FS I' I... - IIEII~ '. IIIIj~ 125 jjftji±.4
T h e C S E T I P r o j e c t
T h e P r o j e c t T H E P R O J E C T T A B L E O F C O N T E N T S A r t i c l e P a g e C o m p r e h e n s i v e A s s es s m e n t o f t h e U F O / E T I P h e n o m e n o n M a y 1 9 9 1 1 E T
5. MONITORING ORGANIZATION REPORT NUMBER(S) h TX AFOSR/NM
":- LIY OI' CUMENTATION PAGE "T11"1 frcl la. REPORT 5$EC,.ITY CLASSiFiCAr;O t h IL1b. RESTRICTIVE MARKINGS Fa. SECURITY CILASSiFiCATION AUTHO 3.DISTRIBUTION/I AVAILABILITY OF REPORT - ANGRADIEHD AnprOVud~o'eic'cel
AD-At AN OUTPUT MATCHING APPROACH TO MULTIVARIABLE LINEAR Il 0001 UNCLASSIFIED AFOSR-TR AFOSR U/ 14/2 NL 1
AD-At28 662 AN OUTPUT MATCHING APPROACH TO MULTIVARIABLE LINEAR Il DIGITAL MATHEMATICS CONTROL(U) ANDSTATISTIC. WRIGHT STATE D FMLLER30DNOV82 UNIV DAYTON OH DEPT 0001 OF UNCLASSIFIED AFOSR-TR-83-0400 AFOSR-82-0208
A METHOD OF APPROXIMATING PERCENTILE POINTS OF HIGHLY SKEWED, TWO PARAMETER BETA DISTRIBUTIONS. Thornton Boyd
A METHOD OF APPROXIMATING PERCENTILE POINTS OF HIGHLY SKEWED, TWO PARAMETER BETA DISTRIBUTIONS by Thornton Boyd United States Navai Postgraduate School T ' :i r :'.r: A METHOD OF APPROXIMATING PERCENTILE
\\IIl\\l/\\ll\\\I/ (\I\\\Il\\\lI\/I/III
AD- A2 3 9 152 \\IIl\\l/\\ll\\\I/ (\I\\\Il\\\lI\/I/III OFFICE OF NAVAL RESEARCH Contract N00014-85-K-0772 Work Unit No. 4326-808 TECHNICAL REPORT NO. 139 A Ferracarborane Analogue to [Fp]-. Synthesis and
ID-AS ~ DEPT OF MATHEMATICS AND COMPUTER SCIENCE N J ABLOWITZ so APR 96 AFOSR-RI-12AFS-4SS UNCLSSIFIED 98AR9 FS-R8-12ROR9-05 F/G 12/1 NL. Eu'.
ID-AS ~ DEPT OF MATHEMATICS AND COMPUTER SCIENCE N J ABLOWITZ so APR 96 AFOSR-RI-12AFS-4SS UNCLSSIFIED 98AR9 FS-R8-12ROR9-05 F/G 12/1 NL Eu'."n Ie 1.0. ~I140 2.o _L1125 11. 11..8 11111=~II jii 1 %1 Jr-
RD-R14i 390 A LIMIT THEOREM ON CHARACTERISTIC FUNCTIONS VIA RN ini EXTREMAL PRINCIPLE(U) TEXAS UNIV AT AUSTIN CENTER FOR CYBERNETIC STUDIES A BEN-TAL
RD-R14i 390 A LIMIT THEOREM ON CHARACTERISTIC FUNCTIONS VIA RN ini EXTREMAL PRINCIPLE(U) TEXAS UNIV AT AUSTIN CENTER FOR CYBERNETIC STUDIES A BEN-TAL DEC 83 CCS-RR-477 UNCLASSIFIED N@884-i-C-236 F/0 2/1
A STUDY OF SEQUENTIAL PROCEDURES FOR ESTIMATING. J. Carroll* Md Robert Smith. University of North Carolina at Chapel Hill.
A STUDY OF SEQUENTIAL PROCEDURES FOR ESTIMATING THE LARGEST OF THREE NORMAL t4eans Ra~nond by J. Carroll* Md Robert Smith University of North Carolina at Chapel Hill -e Abstract We study the problem of
K-0DI. flflflflflflflflflii
flflflflflflflflflii AD-Ass7 364 TEXAS UNIV AT AUSTIN DEPT OF CHEMISTRY F/6 7/4 " POTOCATALYTIC PRODUCTION OF HYDROGEN FROM WATER AND TEXAS LIBN-ETC(U) JUM 80 S SATO, J M WHITE NOOOl,-75-C-0922 END K-0DI
'D-K?2 01I? THE SHAPES OF THE CIRCURSTELLAR 'SILICATE' FETIRES(U) ini. Al IR FORCE GEOPHYSICS LAB HANSCOM AFI MA
'D-K?2 01I? THE SHAPES OF THE CIRCURSTELLAR 'SILICATE' FETIRES(U) ini Al IR FORCE GEOPHYSICS LAB HANSCOM AFI MA ILITTLE-HARENIN ET AL. 88 SEP 66 RFGL-TR-96-0183 UNCLASSIFIED F/G 3/2 NL 116j JA-4 jjjj-_2
Zoom vs Full-Field Sensitivity at the ETS. Prepared for the Department of the Air Force under Electronic Systems Division Contract F C-0002.
TR-87-014 Project Report ETS-78 Zoom vs Full-Field Sensitivity at the ETS L.G. Taff D.M. Jonuskis 17 September 1987 Lincoln Laboratory MASSACHUSETTS INSTITUTE OF TECHNOLOGY LEXINGTON, MASSACHUSETTS Prepared
Recovery Analysis Methods and Data Requirements Study
Elevation Recovery Analysis Methods and Data Requirements Study Update to NTB Phase II Local Technical Peer Review Group December 3, 2003 Time 1 Schedule for Pumpage Reductions 180 160 140 120 158 121
S 3 j ESD-TR W OS VL, t-i 1 TRADE-OFFS BETWEEN PARTS OF THE OBJECTIVE FUNCTION OF A LINEAR PROGRAM
I >> I 00 OH I vo Q CO O I I I S 3 j ESD-TR-65-363 W-07454 OS VL, t-i 1 P H I CO CO I LU U4 I TRADE-OFFS BETWEEN PARTS OF THE OBECTIVE FUNCTION OF A LINEAR PROGRAM ESD RECORD COPY ESD ACCESSION LIST ESTI
DTIC Office of Naval Research DECT00,,f88. Frn F rnr(, CONFORMAL TIME DOMAIN FINITE DIFFERENCE METHOD OF SOLVING ELECTROMAGNETIC WAVE SCAITERING
Fm - - Frn F rnr(, Nd 0
NAVAL POSTGRADUATE SCHOOL
NPS55-87-015 NAVAL POSTGRADUATE SCHOOL Monterey, California AN OPTIMAL BRANCH-AND-BOUND PROCEDURE FOR THE CONSTRAINED PATH, MOVING TARGET SEARCH PROBLEM JAMES N. EAGLE JAMES R. YEE DECEMBER 1987 Approved
OH BOY! Story. N a r r a t iv e a n d o bj e c t s th ea t e r Fo r a l l a g e s, fr o m th e a ge of 9
OH BOY! O h Boy!, was or igin a lly cr eat ed in F r en ch an d was a m a jor s u cc ess on t h e Fr en ch st a ge f or young au di enc es. It h a s b een s een by ap pr ox i ma t ely 175,000 sp ect at
AD-A ROCHESTER UNIV NY GRADUATE SCHOOL OF MANAGEMENT F/B 12/1. j FEB 82.J KEILSON F C-0003 UNCLASSIFIED AFGL-TR NL
AD-A115 793 ROCHESTER UNIV NY GRADUATE SCHOOL OF MANAGEMENT F/B 12/1 F EFFORTS IN MARKOV MODELING OF WEATHER DURATIONS.(U) j FEB 82.J KEILSON F1962980-C-0003 UNCLASSIFIED AFGL-TR-82-0074 NL A'FGL -TR-82-0074
INFRARED SPECTROSCOPY OF HYDROGEN CYANIDE IN SOLID PARAHYDROGEN (BRIEFING CHARTS)
AFRL-MN-EG-TP-2006-7403 INFRARED SPECTROSCOPY OF HYDROGEN CYANIDE IN SOLID PARAHYDROGEN (BRIEFING CHARTS) C. Michael Lindsay, National Research Council, Post Doctoral Research Associate Mario E. Fajardo
EEIIIIIIIE 1-A THEORETICAL PLASMA PHYSICS RESERRCH OF ACTIVE SPACE EXPERIMENTS(U) NEW YORK UNIV NY COURANT INST OF
1-A192 675 THEORETICAL PLASMA PHYSICS RESERRCH OF ACTIVE SPACE EXPERIMENTS(U) NEW YORK UNIV NY COURANT INST OF EEIIIIIIIE MATHEMATICAL SCIENCES GROSSMAN AFOSR-TR-88-0191 UNCLASSIFIED F49628-86-C-0886 1987
Microwave Circuit Simulator for MATLAB
Microwave Circuit Simulator for MATLAB Romeo D. del Rosario and Daniel C. Judy ARL-TN-184 March 2002 Approved for public release; distribution unlimited. The findings in this report are not to be construed
Los Alamos National Laboratory's Antiproton Research
AL-TR-89-022 AD: Final Report for the Period June 1986 to September 1988 Los Alamos National Laboratory's Antiproton Research April 1989 Authors: Los Alamos National Laboratory Dr N. S. P. King Los Alamos
N _IC.25 N/PS. Bill~ 11 2 WA' ,' mm_
AD-RIi 946 EXPERIMENTAL RESEARCH ON OPTOGALVANIC EFFECTS(U) 1/1 WISCONSIN UNIV-MADISON DEPT OF PHYSICS J E LAWLER 85 JUN 86 AFOSR-RR-86-8518 AFOSR-84-2298 UNCLASS IF [ED F/G 14/2 NL IEEEII. N-8 N/PS 11111_IC.25
MASSACHUSETTS INSTITUTE OF TECHNOLOGY. 244 Wood Street LEXINGTON, MA Project Memorandum No. 42PM-TCAS-0070 Date: 5 November 2008
Unclassified MASSACHUSETTS INSTITUTE OF TECHNOLOGY LINCOLN LABORATORY 244 Wood Street LEXINGTON, MA 02420-9108 Project Memorandum No. 42PM-TCAS-0070 Date: 5 November 2008 Subject: White Paper on SA01 Near
Coastal and Hydraulics Laboratory
ERDC/CHL TR-05-6 Texas City Ship Channel Deepening Study, Hydrodynamic Model Lisa M. Lee, Jennifer N. Tate, and R. C. Berger August 2005 Coastal and Hydraulics Laboratory Approved for public release; distribution
System Reliability Simulation and Optimization by Component Reliability Allocation
System Reliability Simulation and Optimization by Component Reliability Allocation Zissimos P. Mourelatos Professor and Head Mechanical Engineering Department Oakland University Rochester MI 48309 Report
C-) ISUMMARY REPORT LINEAR AND NONLINEAR ULTRASONIC INTERACTIONS ON LIQUID-SOLID BOUNDARIES
AD-AI13 682 GEORGETOWN UF4IV WASHINGTON DC DEPT OF PHYSICS F/G 20/1 LINEAR AND NONLINEAR ULTRASONIC INTERACTIONS OH LIQUID-SOLID 9O--ETC(U) APR 82 A S WATER UNCLASSIFIED SUUS-042-S N0OOIA-78-C-0584 NL
AD-AISS "3 IMPACT OF DETECTOR LOCATION AND ORIENTATION ERRORS ON in THE PERPENDICULAR METHOD AN INTRODUCTION(U) JET PROPULSION LAB PASADENA CA 03 OCT
AD-AISS "3 IMPACT OF DETECTOR LOCATION AND ORIENTATION ERRORS ON in THE PERPENDICULAR METHOD AN INTRODUCTION(U) JET PROPULSION LAB PASADENA CA 03 OCT 05 JPL-D-4301 UNCLASSIFIED, F/G 17/11 NL if I 258 KiE
SaL1a. fa/ SLECTE '1~AIR FORCE GECOPNYSICS LABORATORY AIR FORCE SYSTEMS COMMAND AFGL-TH
AD-Alla 950 BOSTON COLL CHESTNUT HILL MA DEPT OF PHYSICS FB2/ '5 PARTICLE TRAJECTORIES IN A MODEL ELECTRIC FIELD II.CU) DEC SI P CARINI. 6 KALMAN, Y SHIMA F19628-79-C-0031 UNCLASSIFIED SCIENTIFIC-2 AFGL-TR-B2-0149
I (If applicable) AFOSR AFOSR/NE AFOSR Grant Bolling AFB, DC (m ) Programmable Optical Quatratic Neural Networks
SECU TY CLASSIFICATION OF THIS PAGE P-AD-A204 160 Form Approved un CLASi ivl REPORT DOCUMEN',uajiiM ra E OMB No. 0704-0188 la. REPORT SECUR:TY CLASSIFICATION 1lb. RESTRICTIVE MARKINGS I kg L UNCLASSIFIED
Approved OMBNo. U.S. Army Rsch Inst of Env Med SGRD-UE-MEB U.S. Army Rsch Inst of Env Med. Natick, MA Natick, MA
AD-A212 082 AF IM. ATION PAGE EForm OMBNo Approved 0704-0188 1b RETRICTIVE MARKING E ' k, Unclassified C" LEC~~~C 2a. ECURITY CLAIFICATION AUTHORT. EP0 81989 3 DITRIBUTION/AVAILABILITY OF REPORT I Approved
OF NAVAL RESEARCH. R&T Code Technical Report No. 4. Ultrasonic Measurements
DINt FLE CO 0OFFICE OF NAVAL RESEARCH ak Contract N00014-86-K-0639 R&T Code 4133013...2 Technical Report No. 4 Low Frequency Laser Debye-Sears Ultrasonic Measurements by G.R. Phillips, C.N. Merrow, J.K.
rrjp~focumentat1on PAGE JUN2 119Approved for public release; ~ distribution unlimited. S. MONITORING ORGANIZATION REPORT NUMBER(S) NAME
-UNCLASSIFIED MASTER COPY - FOR REPRODUCTION PURPOS&S ECURITY CLASSIFICATION OF THIS PaGE rrjp~focumentat1on PAGE REOT CASFIAIO EURT.0 A fnl b. RESTRICTIVE MARKINGS a&iit + a. SECURITY CLASSIFICATION AUTHONY
AD-A REPORT DOCUMENTATION PAGE. 1z C'. O, 4- ~ ~ t ~ Boiling, APE DC k &L jy naic l iv ELEMENT NO. INo. INO. CESSION NO.
REPORT DOCUMENTATION PAGE Ia. REPORT SECURITY P 9 ASSI TION Ib. RESTRICTIVE MARKINGS ForACSprove0d18 AD-A207 888 3. DISTRIBUTION /AVAILABILITY OF REPORT An'oved for~ put,1 ie S. MONITORING ORGANIZATION
an Angle of Zero Degrees. Physics Department, Texas A&M UniversityREOTNMR. Edward S. Fry
MASTER COPY KEEP THIS COPY FOR REPRODUCTION PURPOSES i Form Apovd - REPORT DOCUMENTATION PAGE oms No 0704l088 lubitc fpoirti buoden to, ths. oilection of,nformation is eitimatd to AverAqe I "oufr De"".sorwe
i of 6. PERFORMING ORG. REPORT NUMBER Approved for public Dtatibuft Unlimited
SECURITY CLASSIFICATION OF THIS PAGE (When Data Entered) REPORT DOCUMENTATION PAGE READ INSTRUCTIONS BEFORE COMPLETING FORM I. REPORT NUMBER 2. GOVT ACCESSION NO. 3. RECIPIENT'S CATALOG NUMBER WP-MDSGA-65-4
Ii~ i III II 911 AD-A NTATION PAGE
911 AD-A264 690 Ii~ i III II NTATION PAGE la HE': :ili R Ib RESTRICTIVE MARKINGS 2a. SECURITY CLASSIFICATION AUTHORITY DISTRIBUTION/AVAILABILITY Of REPORT Aft EL E CT_. - This document has been approved
ESD ACCESSION LIST TRI Call Nn n 9.3 ' Copy No. / of I Attribution Concepts for Sub-meter Resolution Ground Physics Models
Attribution Concepts for Sub-meter Resolution Ground Physics Models 76 th MORS Symposium US Coast Guard Academy Approved for public release distribution. 2 Report Documentation Page Form Approved OMB No.
TERMS OF REFERENCE Special Committee (SC) 230 Airborne Weather Detection Systems Revision 5
TERMS OF REFERENCE Special Committee (SC) 230 Airborne Weather Detection Systems Revision 5 REQUESTORS: Organization FAA Associate Administrator for Aviation Safety Person Ms. Peggy Gilligan SC LEADERSHIP:
KULTIWAVELENGTH LASER PROPAGATION STUDY ~ III. Quarterly Progress Report No. h March 16, June 15, J. Richard Kerr
CO o KULTIWAVELENGTH LASER PROPAGATION STUDY ~ III i> Quarterly Progress Report No. h March 16, 1971 - June 15, 1971 J. Richard Kerr Oregon Graduate Center for Study and Research Portland, Oregon July,
AD-A jlmainpg M o 7408
OTIC FILE COPY Q AD-A218 125 jlmainpg M o 7408 A D A2 8 lb RESTRICTIVE MARKINGS '1 IT NA 2a. SECURITY CLASSIFICATION AU 3. DISTRIBUTION /AVAILABILITY OF REPORT NA Form Approved 2b. DECLASSIFICATION/DOWNGRI
Volume 6 Water Surface Profiles
A United States Contribution to the International Hydrological Decade HEC-IHD-0600 Hydrologic Engineering Methods For Water Resources Development Volume 6 Water Surface Profiles July 1975 Approved for
SCATHA/SC3 DATA PROCESSING AND CROSS- CALIBRATION WITH LANL-GEO/CPA FOR AE9 DEVELOPMENT
AFRL-RV-PS- TR-2014-0015 AFRL-RV-PS- TR-2014-0015 SCATHA/SC3 DATA PROCESSING AND CROSS- CALIBRATION WITH LANL-GEO/CPA FOR AE9 DEVELOPMENT Yi-Jiun Su Caton Christopher Roth 18 February 2014 Technical Report
1SEP 01 J S LANGER AFOSR
AD-A113 871 CARNEGIE-MELLON UNIV PITTSBURGH PA DEPT OF PHYSICS PG2/ I PH4ASE TRANSFORMATIONS AND NONEQUILIBRIUM INTERFACES.CW) 1SEP 01 J S LANGER AFOSR-80-0034 UNCLASSIFIED AFOSR-TR-82-0307 NI. Unclassified
PIPS 3.0. Pamela G. Posey NRL Code 7322 Stennis Space Center, MS Phone: Fax:
PIPS 3.0 Ruth H. Preller Naval Research Laboratory, Code 7322 Stennis Space Center, MS 39529 phone: (228) 688-5444 fax: (228)688-4759 email: preller@nrlssc.navy.mil Pamela G. Posey NRL Code 7322 Stennis
REPORT DOCUMENTATION PAGE. Theoretical Study on Nano-Catalyst Burn Rate. Yoshiyuki Kawazoe (Tohoku Univ) N/A AOARD UNIT APO AP
REPORT DOCUMENTATION PAGE Form Approved OMB No. 0704-0188 The public reporting burden for this collection of information is estimated to average 1 hour per response, including the time for reviewing instructions,