Please use this identifier to cite or link to this item: https://doi.org/10.1109/GLOCOM.2005.1577374
Title: Energy efficient multiple target tracking in sensor networks
Authors: Yeow, W.-L.
Tham, C.-K. 
Wong, W.-C.
Issue Date: 2005
Source: Yeow, W.-L.,Tham, C.-K.,Wong, W.-C. (2005). Energy efficient multiple target tracking in sensor networks. GLOBECOM - IEEE Global Telecommunications Conference 1 : 168-172. ScholarBank@NUS Repository. https://doi.org/10.1109/GLOCOM.2005.1577374
Abstract: Classical tracking methods are not concerned with energy efficiency and require precise localisation. We addressed these in our previous work through HMTT (Hierarchical Markov Decision Process for Target Tracking) that tracks single targets at location granularity. HMTT conserves energy by reducing the rate of sensing but preserves acceptable tracking accuracy through trajectory prediction. In this paper, HMTT is extended for the multiple targets case where the state of clusters could be affected by multiple incoming targets and where multiple updates are required at the lower level. The theoretical performance of HMTT in the multiple targets case is derived and simulations demonstrate its effectiveness against 2 other predictive tracking algorithms with up to 200% improvement. © 2005 IEEE.
Source Title: GLOBECOM - IEEE Global Telecommunications Conference
URI: http://scholarbank.nus.edu.sg/handle/10635/70165
ISBN: 0780394143
DOI: 10.1109/GLOCOM.2005.1577374
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