My research interests are in signal processing, estimation, cooperative control, optimization, probability theory and computational geometry with applications to sensor placement, sampling, multi-sensor fusion, and motion control and coordination in sensor networks. I am also interested in usage of sensor networks in application areas such as environmental sampling, and monitoring civil infrastructure like electrical grids, buildings, roads, water distribution systems and agricultural fields.
Publications
Journal Papers
A. Deshpande and S. E. Sarma. "Error-tolerant arrangements of sensors for sampling fields," in preparation.
A. Deshpande and S. E. Sarma. "Generalized regular sampling of trigonometric polynomials and optimal estimation error," manuscript ready for submission, available upon request.
Conference Papers
A. Deshpande and D. Rus. "Coverage and connectivity of naturally mobile sensor networks in rivers," submitted, available upon request.
A. Deshpande, S. Poduri, D. Rus and G. S. Sukhatme. "Distributed coverage control for mobile sensors with location-dependent sensing models," accepted for publication in the Proceedings of 2009 IEEE International Conference on Robotics and Automation, Kobe, Japan, May 2009, available upon request.
S. Poduri, A. Deshpande, D. Rus and G. S. Sukhatme, "Distributed 1D coverage control for a reconfigurable camera network," ImageSense'08, Workshop on Applications, Systems, and Algorithms for Image Sensing, a part of Sensys'08, Rayleigh, North Carolina, November 2008.
A. Deshpande, T. Kim, E. D. Demaine, and S. E. Sarma, "A pseudopolynomial time O(log n)-approximation algorithm for art gallery problems," in Proceedings of the 10th Workshop on Algorithms and Data Structures (WADS 2007), Lecture Notes in Computer Science, volume 4619, Halifax, Nova Scotia, Canada, August 15–-17, 2007, pages 163--174.
A. A. Deshpande. "Coverage problems in mobile sensing," Ph.D. Thesis, Department of Mechanical Engineering, Massachusetts Institute of Technology, 2008.
A. A. Deshpande. "Intelligent CNC machining," Dual Degree (B.Tech and M.Tech) Thesis, Department of Mechanical Engineering, Indian Institute of Technology Bombay, 2001.