Transmission rate allocation in multisensor target tracking over a shared network.
In a multisensor target tracking application running on a shared network, at what bit rates should the sensors send their measurements to the tracking fusion center? Clearly, the sensors cannot use arbitrary rates in a shared network, and a standard network rate control algorithm may not provide rates amenable to effective target tracking. For Kalman filter-based multisensor target tracking, we derive a utility function that captures the tracking quality of service as a function of the sensor bit rates. We incorporate this utility function into a network rate resource allocation framework, deriving a distributed rate control algorithm for a shared network that is suitable for current best effort packet networks, such as the Internet. In simulation studies, the new rate control algorithm engenders significantly better tracking performance than a standard rate control method, while the ordinary data transfer flows continue to effectively operate while using their standard rate control methods.
Ranasingha
M Chamara
MC
Department of Electrical and Computer Engineering, University of Miami, Coral Gables, FL 33124 USA. m.ranasingha@umiami.edu
Murthi
Manohar N
MN
Premaratne
Kamal
K
Fan
Xingzhe
X