7 citations
4 papers
Infrastructure-free, Deep Learned Urban Noise Monitoring at 100mW
Jihoon Yun, Sangeeta Srivastava, Dhrubojyoti Roy +6
The Sounds of New York City (SONYC) wireless sensor network (WSN) has been fielded in Manhattan and Brooklyn over the past five years, as part of a larger human-in-the-loop cyber-p…
One Size Does Not Fit All: Multi-Scale, Cascaded RNNs for Radar Classification
Dhrubojyoti Roy, Sangeeta Srivastava, Aditya Kusupati +3
Edge sensing with micro-power pulse-Doppler radars is an emergent domain in monitoring and surveillance with several smart city applications. Existing solutions for the clutter ver…
EZ-AG: Structure-free data aggregation in MANETs using push-assisted self-repelling random walks
Vinod Kulathumani, Masahiro Nakagawa, Anish Arora
This paper describes EZ-AG, a structure-free protocol for duplicate insensitive data aggregation in MANETs. The key idea in EZ-AG is to introduce a token that performs a self-repel…
Census: Fast, scalable and robust data aggregation in MANETs
Vinod Kulathumani, Anish Arora, Kenneth Parker +2
This paper describes Census, a protocol for data aggregation and statistical counting in MANETs. Census operates by circulating a set of tokens in the network using biased random w…