Combined Linear Regression and Simplex Method for Signal Strength Based Indoor Position
This paper focuses on the location of the signal strength, and introduces the simple signal propagation model and an empirical model based on linear regression which is suitable for non-visible environments. Based on the two models, the object position is solved by simplex method. The simulation res...
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| creator | Junhui Zhao Jian Ren Hailing Yue Zhitao Lai |
| description | This paper focuses on the location of the signal strength, and introduces the simple signal propagation model and an empirical model based on linear regression which is suitable for non-visible environments. Based on the two models, the object position is solved by simplex method. The simulation results demonstrate the proposed indoor positioning method using linear regression method and simplex method has good positioning performance. |
| doi_str_mv | 10.1109/WiCom.2008.495 |
| format | Conference Proceeding |
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Based on the two models, the object position is solved by simplex method. 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Based on the two models, the object position is solved by simplex method. The simulation results demonstrate the proposed indoor positioning method using linear regression method and simplex method has good positioning performance.</abstract><pub>IEEE</pub><doi>10.1109/WiCom.2008.495</doi><tpages>4</tpages></addata></record> |
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| ispartof | 2008 4th International Conference on Wireless Communications, Networking and Mobile Computing, 2008, p.1-4 |
| issn | 2161-9646 |
| language | eng ; jpn |
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| source | IEEE Electronic Library (IEL) Conference Proceedings |
| subjects | Attenuation Electronic mail Indoor environments Information technology Linear regression Paper technology Parameter estimation Radio transmitters Receivers Signal analysis |
| title | Combined Linear Regression and Simplex Method for Signal Strength Based Indoor Position |
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