ABSTRACT
We demonstrate a mote-scale, human-animal classifier based on a micropower radar. Our classifier is automatically learned from diverse data, using features in the joint time-frequency domain. It is being used as part of a wireless sensor network in a forest to create a virtual fence for human and wildlife protection.
- Abu Sajana R. and Ramanathan Subramanian. A low-complexity algorithm for intrusion detection in a PIR-based wireless sensor network. In International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), pages 337--342. IEEE, 2009.Google Scholar
- Emre Ertin, Nathan Stohs, et al. Autosense: Unobtrusively wearable sensor suite for inferring the onset, causality, and consequences of stress in the field. In International Conference on Embedded Networked Sensor Systems (SenSys), pages 274--287. ACM, 2011. Google ScholarDigital Library
- The samraksh company. https://samraksh.com.Google Scholar
- Kenneth Parker, Sandip Bapat, et al. False alarm management using phase information for displacement detection. https://samraksh.com/files/learning/BumbleBee moderately advanced concepts.pdf.Google Scholar
- Kenneth Parker, Anish Arora, et al. Candidate features for a multi-target radar-mote classifier. Private Communication.Google Scholar
- Jin He and Anish Arora. A regression-based radar-mote system for people counting. In International Conference on Pervasive Computing and Communications (PerCom), pages 95--102. IEEE, 2014.Google Scholar
- Vinit Rajan Kizhakkel, Rajiv Ramnath, et al. Pulsed doppler radar target recognition based on micro-doppler signatures using wavelet analysis. In High Performance Extreme Computing Conference (HPEC). IEEE, 2014.Google Scholar
Index Terms
- Mote-scale human-animal classification via micropower radar
Recommendations
Autonomous wireless radar sensor mote for target material classification
Autonomous wireless sensor networks consisting of different types of sensor modalities have been receiving greater attention from researchers due to their versatility and portability. These autonomous sensor networks commonly include passive sensors ...
Low Voltage Micropower Log-Domain Filters
Special issue on dynamic translinear and log-domain circuitsA design technique for low-voltage, micropower continuous-time filters implementing CMOS devices operating in weak inversion is presented. The basic building block is the CMOS log-domain integrator. The effects of the MOS device nonidealities on the ...
Channel propagation measurement and simulation of MICAz mote
Wireless Sensor Networks (WSNs) is an important field of study as more and more applications are enhancing daily life. The technology trend is to achieve small-sized, cheap, and power efficient sensor nodes, which will make the system reliable and ...
Comments