A Wireless Localization Algorithm With BPNN-MEA-QPSO for Connected Vehicle
作者： Lei Chen , Jiangfeng Wang , Jian Wang , Zhijun Gao , Jiakuan Dong
DOI: 10.1109/MITS.2019.2903433
关键词: Particle swarm optimization 、 Wireless sensor network 、 Base station 、 Global Positioning System 、 Algorithm 、 Wireless 、 Key (cryptography) 、 Convergence (routing) 、 Evolutionary algorithm 、 Computer science
摘要: As one of key technologies of connected vehicles (CVs) applications, wireless localization can provide accurate and reliable vehicle location for high occupancy tolling and safety critical vehicle applications, such as collision avoidance. Several artificial intelligence methods, such as back propagation neural network (BPNN) and particle swarm optimization (PSO) method, have been employed to optimize the pass-loss model and to improve the accuracy of wireless localization algorithm. However, in view of the stochasticity of initial …
sci-hub.se 参考文章(37)
Marina Yusoff, Junaidah Ariffin, Azlinah Mohamed, A multi-valued discrete particle swarm optimization for the evacuation vehicle routing problem international conference on swarm intelligence. pp. 182- 193 ,(2011) , 10.1007/978-3-642-21515-5_22
Syed Hassan Ahmed, Safdar Hussain Bouk, Amjad Mehmood, Nadeem Javaid, Sasase Iwao, Effect of Fast Moving Object on RSSI in WSN: An Experimental Approach international multi-topic conference. pp. 43- 51 ,(2012) , 10.1007/978-3-642-28962-0_5
Dan Li, Xian bin Wen, An improved PSO algorithm for distributed localization in wireless sensor networks International Journal of Distributed Sensor Networks. ,vol. 2015, pp. 8- ,(2015) , 10.1155/2015/970272
Milos Borenovic, Aleksandar Neskovic, Natasa Neskovic, Vehicle Positioning Using GSM and Cascade-Connected ANN Structures IEEE Transactions on Intelligent Transportation Systems. ,vol. 14, pp. 34- 46 ,(2013) , 10.1109/TITS.2012.2207116
Yingbiao Yao, Qi Han, Xiaorong Xu, Nanlan Jiang, A RSSI-Based distributed weighted search localization algorithm for WSNs International Journal of Distributed Sensor Networks. ,vol. 2015, pp. 293403- ,(2015) , 10.1155/2015/293403
Matteo Cypriani, Frederic Lassabe, Philippe Canalda, Francois Spies, Wi-Fi-based indoor positioning: Basic techniques, hybrid algorithms and open software platform international conference on indoor positioning and indoor navigation. pp. 1- 10 ,(2010) , 10.1109/IPIN.2010.5648232
Nima Alam, Asghar Tabatabaei Balaei, Andrew G. Dempster, A DSRC Doppler-Based Cooperative Positioning Enhancement for Vehicular Networks With GPS Availability IEEE Transactions on Vehicular Technology. ,vol. 60, pp. 4462- 4470 ,(2011) , 10.1109/TVT.2011.2168249
Jack Brassil, Improving Indoor Positioning Accuracy with Dense, Cooperating Beacons Procedia Computer Science. ,vol. 40, pp. 1- 8 ,(2014) , 10.1016/J.PROCS.2014.10.025
Qijun Deng, Dariusz Czarkowski, Mariusz Bojarski, Zhengyan Chu, Francisco de Leon, Jiangtao Liu, Edge position detection of on-line vehicles with segmental wireless power supply ieee international electric vehicle conference. pp. 7056195- ,(2014) , 10.1109/IEVC.2014.7056195
Yang Kuo, Zhu Yongzhen, Qi Yang, Meng Liu, Design of Wireless Positioning System Based on Technology of Communication Between Vehicle-to-Vehicle Proceedings of the 2015 International Industrial Informatics and Computer Engineering Conference. ,(2015) , 10.2991/IIICEC-15.2015.393