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http://dx.doi.org/10.5369/JSST.2020.29.3.141

Biologically Inspired Sensing Strategy using Spatial Gradients  

Lee, Sooyong (Department of Mechanical and System Design Engineering, Hongik University)
Publication Information
Journal of Sensor Science and Technology / v.29, no.3, 2020 , pp. 141-148 More about this Journal
Abstract
To find food, homes, and mates, some animals have adapted special sensing capabilities. Rather than using a passive method, they discharge a signal and then extract the necessary information from the response. More importantly, they use the slope of the detected signal to find the destination of an object. In this paper, similar strategy is mathematically formulated. A perturbation and correlation-based gradient estimation method is developed and used as a sensing strategy. This method allows us to adaptively sense an object in a given environment effectively. The proposed strategy is based on the use of gradient values; rather than instantaneous measurements. Considering the gradient value, the sampling frequency is planned adaptively, i.e., sparse sampling is performed in slowly varying regions, while dense sampling is conducted in rapidly changing regions. Using a temperature sensor, the proposed strategy is verified and its effectiveness is demonstrated.
Keywords
Spatial gradient; Perturbation/correlation; Sensing strategy;
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Times Cited By KSCI : 2  (Citation Analysis)
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1 E. G. Araujo and R.A. Grupen, "Feature extraction for autonomous navigation using an active sonar head", Proc. IEEE Int. Conf. Robot. Autom., Vol. 4, pp. 3823-3828, 2000.
2 T. Nakamoto, H. Ishida, and T. Moriizumi, "Active odor sensing system", Proc. IEEE Int. Symp. Ind. Electron., Vol. 1, pp.128-133, 1997.
3 T. Mukai and M. Ishikawa, "An active sensing method using estimated errors for multisensor fusion systems", IEEE Trans. Ind. Electron., Vol. 43, No. 3, pp.380-386, 1997.
4 K. C. Catania and F. E. Remple, "Asymptotic prey profitability drives star-nosed moles to the foraging speed limit", Nature, Vol. 433, pp.519-522, 2005.   DOI
5 S. Park, J. Chung, S. Seodong, and E. Hong, Animals with Poison, MID, 2015.
6 K. Shanor and J. Kanwal, Bats Sing, Mice Giggle: The Surprising Science of Animals' Inner Lives, Icon books, London, 2011.
7 S. Lee, "Sensor Signal Processing for Estimating Gradient Values using Perturbation Input", J. Sens. Sci. Technol., Vol. 26, No. 4, pp. 251-258, 2017.   DOI
8 K. Narendra and A. Annaswamy, "Persistent Excitation in Dynamical Systems", Am. Control Conf., pp.336-338, San Diego, U.S.A., 1984.