TY - GEN
T1 - A multi-sensor schedule and radiation control method based on RWSO algorithms
AU - Zheng, Tengda
AU - Yang, Zhen
AU - He, Yupeng
AU - Chai, Shiyuan
AU - Zhou, Deyun
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - To address the radiation risk problem in the sensor system during target tracking, we present a long-term scheduling method of radiation cooperative positioning under multi-sensor platform. First, quantify the tracking accuracy and radiation risk, which is associated with the distance between the sensor and the target, the transmitted power. Second, design the optimization variables including discrete variables and continuous variables, and the target optimization function balanced tracking accuracy with radiation risk. Finally, considering the effect of local decisions, establish the sensor forward scheduling model and solve the scheduling scheme by the war strategy algorithm based on the inverse learning mechanism. Simulation results show that the proposed scheduling method can effectively balance tracking precision and radiation risk, and realize radiation risk control in target tracking process.
AB - To address the radiation risk problem in the sensor system during target tracking, we present a long-term scheduling method of radiation cooperative positioning under multi-sensor platform. First, quantify the tracking accuracy and radiation risk, which is associated with the distance between the sensor and the target, the transmitted power. Second, design the optimization variables including discrete variables and continuous variables, and the target optimization function balanced tracking accuracy with radiation risk. Finally, considering the effect of local decisions, establish the sensor forward scheduling model and solve the scheduling scheme by the war strategy algorithm based on the inverse learning mechanism. Simulation results show that the proposed scheduling method can effectively balance tracking precision and radiation risk, and realize radiation risk control in target tracking process.
KW - goal tracking
KW - multi-objective optimization
KW - radiation control
KW - sensor scheduling
UR - http://www.scopus.com/inward/record.url?scp=85176259610&partnerID=8YFLogxK
U2 - 10.1109/ISSTC59603.2023.10281023
DO - 10.1109/ISSTC59603.2023.10281023
M3 - 会议稿件
AN - SCOPUS:85176259610
T3 - 2023 2nd International Symposium on Sensor Technology and Control, ISSTC 2023
SP - 252
EP - 255
BT - 2023 2nd International Symposium on Sensor Technology and Control, ISSTC 2023
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2nd International Symposium on Sensor Technology and Control, ISSTC 2023
Y2 - 11 August 2023 through 13 August 2023
ER -