Distributed wireless sensor scheduling for multi-target tracking based on matrix-coded parallel genetic algorithm

2014 ◽  
Author(s):  
Zixing Cai ◽  
Sha Wen ◽  
Lijue Liu
Keyword(s):  
Genetic Algorithm ◽  
Target Tracking ◽  
Wireless Sensor ◽  
Sensor Scheduling ◽  
Parallel Genetic Algorithm ◽  
Multi Target Tracking

scholarly journals An energy-balanced multi-sensor scheduling scheme for collaborative target tracking in wireless sensor networks

2017 ◽  
Vol 13 (3) ◽  
pp. 155014771769896 ◽  
Author(s):  
Pengcheng Fu ◽  
Hongying Tang ◽  
Yongbo Cheng ◽  
Baoqing Li ◽  
Hanwang Qian ◽  
...  
Keyword(s):  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Target Tracking ◽  
Wireless Sensor ◽  
Sensor Scheduling ◽  
Scheduling Scheme

scholarly journals A Multi-Target Tracking and Detection Algorithm for Wireless Sensor Networks

2021 ◽  
Vol 15 ◽  
pp. 661-665
Author(s):  
Gang Wang
Keyword(s):  
Wireless Sensor Networks ◽  
Sensor Networks ◽  
Target Tracking ◽  
Detection Algorithm ◽  
Wireless Sensor ◽  
Main Function ◽  
Multiple Target ◽  
Target State ◽  
Multi Target Tracking ◽  
Simulation Results

There are a large number of sensor nodes in wireless sensor network, whose main function is to process data scientifically, so that it can better sense and cooperate. In the network coverage, it can comprehensively collect the main information of the monitoring object, and send the monitoring data through short-range wireless communication to the gateway. Although there are many applications in WSNs, a multi-Target tracking and detection algorithm and the optimization problem of the wireless sensor networks are discussed in this paper. It can be obviously seen from the simulation results that this node cooperative program using particle CBMeMBer filtering algorithm can perfectly handle multi-target tracking, even if the sensor model is seriously nonlinear. Simulation results show that the tracking - forecasting data association scheme applying GM-CBMeMBer, which is proposed in this paper, runs well in identifying multiple target state, and can improve the estimation accuracy of multiple target state.

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