TY - GEN
T1 - Beacon placement using simulated annealing for RSS-based localization systems
AU - Kammoun, Soufien
AU - Pothin, Jean Baptiste
AU - Cousin, Jean Christophe
N1 - Publisher Copyright:
© 2014 IEEE.
PY - 2014/10/21
Y1 - 2014/10/21
N2 - Beacon placement is one of the most prominent factors that contributes to the good performance of a localization system. A common approach for assessing the quality of a placement is based on the concept of Dilution Of Precision, which states how errors in measurements will affect the localization estimation. This paper presents an extension of DOP for RSS-based systems. It formulates the beacon-placement problem as a dilution-minimization problem with additional tradeoff between uncovered areas and over radio-coverage areas. We also propose a new algorithm based on Constrained Simulated Annealing to take into account topological constraints. Simulations show the effectiveness of our approach.
AB - Beacon placement is one of the most prominent factors that contributes to the good performance of a localization system. A common approach for assessing the quality of a placement is based on the concept of Dilution Of Precision, which states how errors in measurements will affect the localization estimation. This paper presents an extension of DOP for RSS-based systems. It formulates the beacon-placement problem as a dilution-minimization problem with additional tradeoff between uncovered areas and over radio-coverage areas. We also propose a new algorithm based on Constrained Simulated Annealing to take into account topological constraints. Simulations show the effectiveness of our approach.
UR - https://www.scopus.com/pages/publications/84911969693
U2 - 10.1109/ISWCS.2014.6933412
DO - 10.1109/ISWCS.2014.6933412
M3 - Conference contribution
AN - SCOPUS:84911969693
T3 - 2014 11th International Symposium on Wireless Communications Systems, ISWCS 2014 - Proceedings
SP - 537
EP - 541
BT - 2014 11th International Symposium on Wireless Communications Systems, ISWCS 2014 - Proceedings
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2014 11th International Symposium on Wireless Communications Systems, ISWCS 2014
Y2 - 26 August 2014 through 29 August 2014
ER -