City of Auburn s Wireless Initiative. Presentation to the Auburn City Council Committee of the Whole April 18, 2006
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1 City of Auburn s Wireless Initiative Presentation to the Auburn City Council Committee of the Whole April 18, 2006
2 Traffic Statistics for the City of Auburn Web Site For the period October 1, 2005 to April 18, ,604,500 requests An average of 68,175 requests per day 109,172 Distinct Hosts An average of 545 different people per day Busiest Month March Busiest Day of the Week Tuesday Busiest Hours of the Day 7:00 PM to 9:00 PM
3 Traffic Statistics for the City of Auburn Web Site Web Areas Experiencing the Highest Number of Requests Library City Council Agenda Human Resources Job Vacancies Parks and Recreation Spring Quarterly Brochure Press Releases Bids City Government Parks and Recreation Winter Quarterly Brochure
4 City of Auburn s Wireless Initiative What is Wireless? A brief overview of what we mean when we talk about wireless. Who has deployed Wireless? Some cities that have deployed wireless in one form or another and the lessons learned. What is the City of Auburn s Wireless Initiative? Where we would like to concentrate our efforts. Questions?
5 What is Wireless?
6 What is Wireless?
7 What is Wireless?
8 What is Wireless?
9 What is Wireless?
10 What is Wireless?
11
12 A Unified Wireless Network Secure City-Wide Wireless Services Management Console City Hall Wireless Location Appliance Downtown Area Government Buildings Remote Edge AP WAN WLAN Controller Wireless Mesh Network
13 2.4 GHz Local Access Path Loss exponent 2.5 to feet (Typical distance) Link Budget Window 109 ~115 db PAP PAP One Square Mile, 25 cells PAP
14 What is Wireless? Interconnected set of radios Wired infrastructure to support the wireless infrastructure Hardware to control the radios Devices (Laptop, PDA, etc.) able to operate at the radio frequency utilized
15 Who has deployed wireless?
16 Who has deployed wireless? Philadelphia, Pennsylvania Batavia, Geneva & St. Charles, Illinois Dayton, Ohio Corpus Christi, Texas St. Cloud, Florida
17 Philadelphia, Pennsylvania
18 Philadelphia, Pennsylvania Was/Is the poster child for wireless communities Partnered with EarthLink (after a court settlement from litigation brought on by the telcos and cable companies Created a non-profit organization called Wireless Philadelphia Estimated to cost EarthLink over $22,000,000 and over 10 years to build Wireless services sold to the public
19 Batavia, Geneva, & St. Charles, Illinois City of St. Charles
20 Batavia, Geneva, & St. Charles, Illinois 2003 and 2004 Referendums Defeated Cable Companies and Telco s Lobbied Against the Initiatives
21 Batavia, Geneva, & St. Charles, Illinois
22 Batavia, Geneva, & St. Charles, Illinois
23 Batavia, Geneva, & St. Charles, Illinois
24 Batavia, Geneva, & St. Charles, Illinois
25 Batavia, Geneva, & St. Charles, Illinois
26 Batavia, Geneva, & St. Charles, Illinois
27 Batavia, Geneva, & St. Charles, Illinois
28 Batavia, Geneva, & St. Charles, Illinois
29 Batavia, Geneva, & St. Charles, Illinois
30 Batavia, Geneva, & St. Charles, Illinois
31 Dayton, Ohio
32 Dayton, Ohio Recently released RFP to have a 3 rd party provide free wireless to the community Presently going over the submissions Network will be paid for by advertising Anheuser-Busch, others Higher band widths will be provided at a fee Free Broadband is 256Kbps downstream 128 Kbps upstream (256Kbps/128Kbps is the minimum speed to be considered Broadband) Fee base Broadband will be up to 1.5 Mbps Downstream 256Kbps Upstream at a cost of $20.00/month
33 Corpus Christi, Texas
34 Corpus Christi, Texas Wireless Implementation for automated meter reading Sole purpose is to read gas and water meters Ancillary purpose is to provide wireless connectivity to Public Safety and Public Works Will provide free wireless access in public parks and downtown area 100 square miles of coverage Cost $21,000,000 Includes replacing and/or retrofitting some gas and water meters
35 St. Cloud, Florida
36 St. Cloud, Florida Free Wireless Internet Citywide 15 square miles Cost = $3,000,000 Yearly maintenance estimated at $300,000
37 St. Cloud, Florida
38 St. Cloud, Florida Article from the Orlando Sentinel April 9, 2006 A month after rollout of the CyberSpot system, businesses are slow to embrace the technology, keeping their regular Internet service providers instead of depending on the free service. And residents report spotty performance, especially inside buildings. A random check of more than 10 businesses in the city found none using the CyberSpot wireless service exclusively, including city offices. The Chamber of Commerce also does not use the service exclusively.
39 City of Auburn Wireless Initiative Public Safety Police Fire Codes Public Works Inspectors Work Requests Water Resource Management Work Requests Daily Meter Reads Auburn City Schools Internet Access for Auburn City School Children
40 City of Auburn Wireless Initiative Public Safety Police can stay in the field to do paperwork Will remain visible to the community Will be closer to calls in their beat Will be able to receive 911 and non-emergency communication via the wireless network Will have the wireless network as a communications asset in an emergency Will be able to avail themselves of IP based technology to better serve and protect Auburn Citizens
41 City of Auburn Wireless Initiative Public Safety Fire will have direct access to GIS including pre-fire plans Will be able to get fastest route to an incident Will be able to access fire records from the field Will be able to receive 911 and non-emergency communication via the wireless network Will have the wireless network as a communications asset in an emergency Will be able to avail themselves of IP based technology to better serve and protect Auburn Citizens
42 City of Auburn Wireless Initiative Public Safety Codes Inspectors will be able to complete inspections in the field Will be more efficient Completed inspections will be automatically transferred to the main computer system at the DSB Will be able to receive inspection requests while in the field Will have the wireless network as a communications asset in an emergency
43 City of Auburn Wireless Initiative Water Resource Management Water meters can be read daily Less demand for and on personnel Added value to citizens since water meter history becomes a valuable tool to demonstrate usage Anomalies can be identified quickly Work requests can be received and completed in the filed without having to return to the office Will have the wireless network as a communications asset in an emergency
44 City of Auburn Wireless Initiative Auburn City Schools Those children without Internet access could use the wireless infrastructure Further analysis is needed as to where the majority of those children live and how we can best serve them
45 Location of Survey Respondents with Internet Access ( YES toq18) City of Auburn, Alabama 2006 DirectionFinder Survey
46 Location of Respondents with broadband Internet Access (Q18a) City of Auburn, Alabama 2006 DirectionFinder Survey
47 Location of Respondents with NO Internet Access ( NO to Q18) City of Auburn, Alabama 2006 DirectionFinder Survey
48 Location of Respondents with Internet access (blue dots) and without Internet Access (red dots) (Q18) City of Auburn, Alabama 2006 DirectionFinder Survey
49 Location of Respondents with children aged 5-19 (Q30) and without Internet access (Q18) ONLY ONE HOUSEHOLD MET THIS CRITERIA City of Auburn, Alabama 2006 DirectionFinder Survey
50 City of Auburn Wireless Initiative Pilot Project Proposal
51 Wireless Pilot Area #1
52 Wireless Pilot Area #2
53 Wireless Pilot Areas #1 and #2
54 Wireless Pilot Areas
55 City Hall Origin c e n t e r s _0 _ _ _ c - 5 e a 4-4 b a b f 3 a 4 e.d a t c e n t e r s _0 _ _ _ 7f 7 6 f c c b- 2 1 b c a 8 5 a - a 8 5 f 2 1 b d a t c e n t e r s _0 _ _ _ f 5 c b 1- f f 1 c- 4 a b b e e c. d a t c e n t e r s _0 _ _ _ c b 5 3 e f d a t c e n t e r s _0 _ _ _ 9 f f e f a a 8- f 2 f d 7 - a 6 c e d 9 d 3 2 d 9 8. d a t c e n t e r s _0_ _ _ b a c e a d a b f. d a t C a s e s= 3 S q M i l e C o v e r a g e R a t i o= C a s e s= 1 S q M i l e C o v e r a g e R a t i o= C a s e s= 1 S q M i l e C o v e r a g e R a t i o= C a s e s= 4 S q M i l e C o v e r a g e R a t i o= C a s e s =1 5 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= M a x C e n t e r M o v e= M a x C e n t e r M o v e= M a x C e n t e r M o v e= M a x C e n t e r M o v e= M a x C e n t e r M o v e= c e n t e r s _1 _ _ _ d d c 0-6 d b - a 8 c a f b 7 e e 8 c 1. d a t C a s e s= 2 C a s e s= 2 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= c e n t e r s _1 _ _ _ 5 5b 3 a 8 8 f - e b 4 e f - f d d a t C a s e s =9 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C a s e s= 8 S q M i l e C o v e r a g e R a t i o= c e n t e r s _0 _ _ _ b a 8 - c a 7 f- 4f d f - a d c a- c c e 8.d a t C a s e s= 1 0 S q M i l e C o v e r a g e R a t i o= c e n t e r s _1 _ _ _ e e 4 a c e e f c 6 c e 7.d a t C a s e s =3 S q M i l e C o v e r a g e R a t i o= c e n t e r s _0 _ _ _ 6 a d c d - b 3 9 a- a f e e 8 e d a t c e n t e r s _1 _ _ _ f c 3 2 e- 8 b a 2-4 f a d - d b 0 3 f f e c 1. d a t c e n t e r s _1 _ _ _ f a a 7 f f a - b 5 0 f- 9 9e a 0 f 1 d.d a t C a s e s= 1 C a s e s= 6 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= M e d i a n= M a x C e n t e r M o v e= M e d i a n= M a x C e n t e r M o v e= M e d i a n= M a x C e n t e r M o v e= M e d i a n= M a x C e n t e r M o v e= c e n t e r s _2 _ _ _5 b 6 b 7 0 c e - e c f e 8 d b d a t c e n t e r s _2 _ _ _ 6 6c 7 a 8 3 a- 8 5 b a f c d a c c 3 d. d a t C a s e s= 4 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C a s e s= 1 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= c e n t e r s _3 _ _ _ b 4 c a a d d a t c e n t e r s _2 _ _ _ 7 9e a 3 e d 5 - c a - a b d a t c e n t e r s _1 _ _ _ 7 e f a f- 9 a d b f 4- c 9 4 d d c f f. d a t A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= c e n t e r s _1_ _ _ 5 0 1c b d c d- 5 c e 0 e b b a d a t C a s e s= 5 C a s e s= 5 C a s e s =6 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= c e n t e r s _2 _ _ _ c c 2 3 b- c d 2 b d f- b b b 8 b f a a 8 c. d a t c e n t e r s _2 _ _ _ 2 c e- 3 9 a d b a f e e d a t C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= c e n t e r s _2_ _ _ 0 4 6a b 2 a 5-9 d c f a f d 9 2 d 1 4 f 1 d a. d a t C a s e s= 3 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C a s e s= 1 7 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C a s e s= 2 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C a s e s =1 1 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= M o v e D i s t a n c e= M e d i a n= M o v e D i s t a n c e= M e d i a n= M o v e D i s t a n c e= M e d i a n= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= M a x C e n t e r M o v e= M a x C e n t e r M o v e= M a x C e n t e r M o v e= M a x C e n t e r M o v e= M a x C e n t e r M o v e= M a x C e n t e r M o v e= C a s e s= 1 S q M i l e C o v e r a g e R a t i o= C a s e s= 1 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= c e n t e r s _3 _ _ _ 5 b e 0 c c b 1 c c 2 a 1 d 9 b. d a t C a s e s =2 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= C a s e s= 1 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= c e n t e r s _2 _ _ _ 1 2 f d c - a a e 1 - b 5 b 7- f c d 6 9 b a f 5.d a t M e d i a n= M a x C e n t e r M o v e= M o v e D i s t a n c e= M e d i a n= c e n t e r s _3 _ _ _ 2 0f f 9 c a b 7- b e 7 f d a t C a s e s =5 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= c e n t e r s _2 _ _ _ d b d 0-4 f 0 c - 9b 7 a c 5. d a t c e n t e r s _1 _ _ _ 5 5 7e d 3 f 4-5 c b b - 0 e d a d a t C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= c e n t e r s _3 _ _ _ c 0 1 b c e b 5 a c b 8 4. d a t C a s e s= 1 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= c e n t e r s _3 _ _ _ f b e d a a a 4 b b f.d a t c e n t e r s _3 _ _ _ d e 5 b 5 c 8 6- d b b 8 f 9 e 5 b 0 9 c b. d a t c e n t e r s _3 _ _ _ a 0 0 e e d e c c a a d 0. d a t c e n t e r s _3_ _ _ a a - 4 b c 5 - a 6 e c - 4 d 1 b c b 1 d e. d a t C a s e s= 1 S q M i l e C o v e r a g e R a t i o= C a s e s= 3 S q M i l e C o v e r a g e R a t i o= C a s e s= 3 S q M i l e C o v e r a g e R a t i o= C a s e s =1 8 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= A r e a O f C o v e r a g e= M o v e D i s t a n c e= A r e a O f C o v e r a g e= M o v e D i s t a n c e= A r e a O f C o v e r a g e= M o v e D i s t a n c e= A r e a O f C o v e r a g e= M o v e D i s t a n c e= A r e a O f C o v e r a g e= M o v e D i s t a n c e= A r e a O f C o v e r a g e= M o v e D i s t a n c e= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= M e d i a n= M a x C e n t e r M o v e= M e d i a n= M a x C e n t e r M o v e= M e d i a n= M a x C e n t e r M o v e= M e d i a n= M a x C e n t e r M o v e= M e d i a n= M a x C e n t e r M o v e= M e d i a n= M a x C e n t e r M o v e= M e d i a n= M a x C e n t e r M o v e= c e n t e r s _4 _ _ _ d e 2-4 6b 0 - b 5 8 b d f b a e d a t C a s e s= 3 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= c e n t e r s _4 _ _ _ 8f f f e f f 5-2 f 8 3 a 5 1 a 9 5 d e. d a t C a s e s= 4 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= c e n t e r s _4 _ _ _ 5 b a 4 a b 6 8 d b b b c - b a b d 4. d a t C a s e s =1 1 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= c e n t e r s _4 _ _ _ b c 4 8 e f f 5- d 4 f d d - c c 0 6 a 2 6. d a t c e n t e r s _4 _ _ _ a e f b e c 4 b- 4d e b d b 4 a d a t C a s e s= 7 C a s e s= 1 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= c e n t e r s _4 _ _ _ f e c - a a e d - d a f 6 1 c 0 c 1 1 f a. d a t c e n t e r s _4 _ _ _ 2 e 1 b 9 e 2 2- e e c 8-4 e e- d a 2 f 9 0 a. d a t c e n t e r s _4_ _ _ a d 4 b f c e 0 - b b 4 b - 2 f f a b 4 7 f 2. d a t C a s e s= 7 C a s e s= 6 C a s e s =1 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e=
56 Boykin Origin c e n t e r s _0 _ _ _ 1 8 8f f c e - a 4 a b- 6 b c c e d d a t C a s e s= 3 2 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n = M a x C e n t e r M o v e= c e n t e r s _1 _ _ _ e f b 1-6 6c 5-4 b d 3 c- 6 8 c e 8 0 a 2 a. d a t c e n t e r s _0_ _ _ 9 b 9 a 6 3 e d- 7 c c e f - 9 e c a - 7 b c c 9 f 6 b d 3 5 d. d a t c e n t e r s _0 _ _ _ c 4 f b - a 7 1 c a a b d 9 c a. d a t c e n t e r s _0_ _ _ 4 5 e a c 0 f e b e f b 8 b 8 f. d a t C a s e s= 2 C a s e s= 1 C a s e s =2 C a s e s= 1 1 C a s e s =2 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= M e d i a n= M a x C e n t e r M o v e= M e d i a n= M a x C e n t e r M o v e= M e d i a n= M a x C e n t e r M o v e= M e d i a n= M a x C e n t e r M o v e= M e d i a n= M a x C e n t e r M o v e= c e n t e r s _1_ _ _ 1 5 d 4 f 0 c 4- a f 6 - b e c e 9. d a t c e n t e r s _1 _ _ _ c 0 c 2 e a b 3-7 8f e - 4 6a f b c b f 8 9 e 5 f. d a t c e n t e r s _1_ _ _ 9 3 5b 4 0 c b- 6 9 b c - 4 f a 5 - a 4 9 e c 7 5 d e d. d a t c e n t e r s _1 _ _ _7 d b 8 d d 1 b - e e d 1 a- a a 6 9 a 3 5 f 6 a 7 c.d a t C a s e s =6 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C a s e s= 3 6 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C a s e s= 3 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= M o v e D i s t a n c e= M e d i a n= M o v e D i s t a n c e= M e d i a n= M o v e D i s t a n c e= M e d i a n= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= M a x C e n t e r M o v e= M a x C e n t e r M o v e= M a x C e n t e r M o v e= M a x C e n t e r M o v e= C a s e s= 5 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= M e d i a n= M a x C e n t e r M o v e= c e n t e r s _3 _ _ _ b 3 - b a a 3 a c- 5 f c c 0 a e b 7. d a t c e n t e r s _0 _ _ _ 1 9 2d e e 1 e a- 8 1 f b - c f f a. d a t S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C a s e s= 1 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= c e n t e r s _0 _ _ _7 9 1 a e 6 c 2- a d f 8-4 6a f - a a d f - 8 8e f a c e a 2.d a t C a s e s =5 M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= c e n t e r s _2 _ _ _ 1 1f c d c b 4 a c f 3 d 0 9 a c 7. d a t c e n t e r s _0 _ _ _ 9 4 8d 8 a c e- 4 a 1 a - b b b 2 c c 1 9 b. d a t S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= C a s e s=2 8 c e n t e r s _0 _ _ _ f e a c 3 f b 1-0 d a e f - 8 e 8 d- f e a b d a t c e n t e r s _2_ _ _ f d e a 6 b b 0 a 8-1 d e 1 f 1 2 b e. d a t c e n t e r s _2 _ _ _ f c 8 a c a 6 d f f 1 f e 6 a f c 5 2. d a t c e n t e r s _2_ _ _ 9 7 b b e b d c - 4 c a d - a 5 b f - d a d d f d a t C a s e s= 4 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= c e n t e r s _2 _ _ _ f a d d 9 a 8 e c d a t c e n t e r s _1 _ _ _ d c f 7 b a d - a c 0 b b d a t c e n t e r s _1 _ _ _9 5 e e c c 6-8 b a d - a b b f c d a t c e n t e r s _1 _ _ _ c 7 7 c- f e c 8 5 f c. d a t C a s e s =1 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C a s e s= 3 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= M o v e D i s t a n c e= M e d i a n= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= M a x C e n t e r M o v e= M a x C e n t e r M o v e= c e n t e r s _2 _ _ _ a f a d e d c 7 c a d a t c e n t e r s _2 _ _ _3 0 1 b a 3 f e - 4 b c a- a f e b.d a t C a s e s =4 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= c e n t e r s _2 _ _ _ 9 5c 7 a 9 4 c- 9 8 f e - 4 b e d- a f a a 9 4 a 5 f 6. d a t C a s e s =1 3 S q M i l e C o v e r a g e R a t i o= C a s e s= 2 S q M i l e C o v e r a g e R a t i o= C a s e s=8 S q M i l e C o v e r a g e R a t i o= C a s e s= 2 1 S q M i l e C o v e r a g e R a t i o= C a s e s =2 S q M i l e C o v e r a g e R a t i o= C a s e s= 1 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= A r e a O f C o v e r a g e= M o v e D i s t a n c e= A r e a O f C o v e r a g e= M o v e D i s t a n c e= A r e a O f C o v e r a g e= M o v e D i s t a n c e= A r e a O f C o v e r a g e= M o v e D i s t a n c e= A r e a O f C o v e r a g e= M o v e D i s t a n c e= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= M e d i a n= M a x C e n t e r M o v e= M e d i a n= M a x C e n t e r M o v e= M e d i a n= M a x C e n t e r M o v e= M e d i a n= M a x C e n t e r M o v e= M e d i a n= M a x C e n t e r M o v e= M e d i a n= M a x C e n t e r M o v e= c e n t e r s _3_ _ _ 9 c 4 f 0 5 b 8- c b 9 b e e 0 b a d d. d a t c e n t e r s _3 _ _ _7 f b d e- 0 a c b e d a 1 0 b 3 4 d 9 9. d a t c e n t e r s _3_ _ _ 6 3 6e b 6 9 c- 3 5 a e 7 - a e c 7-2 d f a a 0 a f. d a t c e n t e r s _3 _ _ _ f d b 5 d a- 4 9a c - 8 d f 8 8 c 6 c 5 e d a t c e n t e r s _3 _ _ _ 3 b 8 3 d e f b b e d 3 d 5 f. d a t C a s e s =5 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= c e n t e r s _3 _ _ _6 c 0 a 0 3 c a- 2d c 9-4 6a 0-9 4d 1 - a 2 c b e.d a t Empty C a s e s =4 C a s e s= 4 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= M o v e D i s t a n c e= M e d i a n= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= C a s e s= 4 M a x C e n t e r M o v e= M a x C e n t e r M o v e= c e n t e r s _4 _ _ _ f 3 5 c 3 b 6 d- a d a d b 1 e 9 8 d 5 3. d a t c e n t e r s _4_ _ _ 3 5 d f- 9 d c c - 4 c a 6 - a 0 f e c 5 d. d a t C a s e s= 2 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C a s e s =3 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= M a x C e n t e r M o v e= c e n t e r s _4 _ _ _8 e 2 d a 4 a a- 6 9e 6-4 e b a- a a 9 f 6 f a f. d a t C a s e s= 1 4 C a s e s =1 C a s e s =1 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= C a s e s=3 M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= c e n t e r s _4_ _ _ 4 7 d c 3 4 d a c e d - 3 b d 7 b 0 a 5 a. d a t C a s e s= 5 S q M i l e C o v e r a g e R a t i o= C a s e s=4 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= M e d i a n= M a x C e n t e r M o v e= c e n t e r s _4 _ _ _ b d f b 6 c d a e a 2 0 e a b 4 6.d a t c e n t e r s _4 _ _ _ f e 7 8 e b d- 4 a d d 5 c d a t c e n t e r s _4 _ _ _ a 1 c 9 c 5 e b b 6 b f 2 7 d e d.d a t C a s e s= 2 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C a s e s =9 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C a s e s= 2 6 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e= M a x C e n t e r M o v e= M a x C e n t e r M o v e= c e n t e r s _4 _ _ _ 7 f d d d c a c d a t C a s e s =5 S q M i l e C o v e r a g e R a t i o= S q M i l e T o H u l l R a t i o= C H u l l C o v e r a g e R a t i o= C o n v e x H u l l A r e a= A r e a O f C o v e r a g e= M o v e D i s t a n c e= M e d i a n= M a x C e n t e r M o v e=
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