Distributed metric calibration of ad hoc camera networks
ACM Transactions on Sensor Networks (TOSN)
Energy-optimized image communication on resource-constrained sensor platforms
Proceedings of the 6th international conference on Information processing in sensor networks
Efficient on-demand image transmission in visual sensor networks
EURASIP Journal on Applied Signal Processing
Energy-efficient image compression for resource-constrained platforms
IEEE Transactions on Image Processing
Robust Image Transmission Over Wireless Sensor Networks
Mobile Networks and Applications
Face detection in resource constrained wireless systems
Mobile Multimedia Processing
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We consider transmitting images in a multihop wireless network with the minimal total power consumption while satisfying an end-to-end image quality constraint. Contrary to popular belief, we show that maximum compression before transmission does not always provide minimal energy consumption, especially in the case of dense sensor networks with complex signal processing algorithms. We formulate the minimal energy transmission problem as an optimization problem and present a heuristic algorithm for it. The proposed algorithm selects the optimal image compression parameters to minimize total energy dissipation given the network conditions and image quality constraints. Simulation results show up to 80% reduction in the total power consumption achieved by using the proposed adaptive algorithm compared to nonadaptive algorithms.