Indian Institute of Technology Delhi

Sharda Tripathi

Swades De

Mayukh Roy Chowdhury

A smart sensing architecture () includes smart meters () and processing units (). The smart meters () generate and transmit multidimensional data streams to the processing units (). A processing unit () determines an optimum batch size for a multidimensional data stream and generates a multidimensional batch of data. The processing unit () reduces dimensionality of the multidimensional batch of data using principal component analysis to generate a low-dimensional batch of data and performs compressive sampling on the low-dimensional batch of data to generate a compressed batch of data, thereby saving bandwidth of transmission.

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New Delhi, India

Sharda Tripathi