Output details
15 - General Engineering
University of Edinburgh (joint submission with Heriot-Watt University)
An Adaptive Projected Subgradient Approach to Learning in Diffusion Networks
This paper resulted from an international collaboration with Yamada in Tokyo. It addressed distributed learning in distributed sensor networks and introduced a general framework that can cope with changing network topologies and cost functions, and was included in a recent review (DoI:10.1109/MSP.2010.938752). A companion conference paper (DoI:10.1109/ICASSP.2009.4960218) highlighted the application to acoustic source location, an EPSRC/DSTL follow-on project (EP/H012591/1, £95k) was secured and a subsequent paper (DoI:10.1109/TSP.2009.2032450) resulted. This work is one of the major continuing themes in recently funded Platform (EP/J015180/1, £1.05M) and DSTL Defence Centre (EP/K014277/1, £3.8M) awards.