| Presentation | 2007-04-23 Mobility Model based on Incoming and Outgoing Nodes to an Area Satoshi AIHARA, Masahiro SASABE, Hirotaka NAKANO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose a mobility model which estimates a node distribution in a service area from node flows on the boundary of the area. Our model targets new wireless communication techniques, such as Bluetooth and ZigBee, whose transmission ranges, called cells, are relatively small. The proposed model reproduces the mobility of nodes in an area by the observation of the incoming and outgoing nodes to the area. At first, we focus on a person as a node and observe an area where people actually pass through. From the observation results, we show that a node moves along with an approximately straight line with a velocity following a normal distribution. Furthermore, we propose two methods that estimate correspondences between incoming and outgoing events to the area; combinatorial optimization based method (COM) and Bayesian estimation based method (BEM). As a result, the reproduction ratio of COM is 0.736, and that of BEM is 1. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | mobility model / node distribution / incoming and outgoing nodes to an area / combinatorial optimization / Bayesian estimation |
| Paper # | CQ2007-4 |
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| Conference Information | |
| Committee | CQ |
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| Conference Date | 2007/4/16(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Communication Quality (CQ) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Mobility Model based on Incoming and Outgoing Nodes to an Area |
| Sub Title (in English) | |
| Keyword(1) | mobility model |
| Keyword(2) | node distribution |
| Keyword(3) | incoming and outgoing nodes to an area |
| Keyword(4) | combinatorial optimization |
| Keyword(5) | Bayesian estimation |
| 1st Author's Name | Satoshi AIHARA |
| 1st Author's Affiliation | Graduate School of Information Science and Technology, Osaka University() |
| 2nd Author's Name | Masahiro SASABE |
| 2nd Author's Affiliation | Cybermedia Center, Osaka University |
| 3rd Author's Name | Hirotaka NAKANO |
| 3rd Author's Affiliation | Cybermedia Center, Osaka University |
| Date | 2007-04-23 |
| Paper # | CQ2007-4 |
| Volume (vol) | vol.107 |
| Number (no) | 19 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |