Distributed Sparse Approximation for Frog Sound Classification

B. (Bo) Wei; Mingrui Yang; R. Kumar Rana; Chun Tung Chou; Wen Hu

Abstract

Sparse approximation has now become a buzzword for classification in numerous research domains. We propose a distributed sparse approximation method based on`1minimization for frog sound classification, which is tailored to the resource constrained wireless sensor networks. Our pilot study demonstrates that `1 minimization can run on wireless sensor nodes producing satisfactory classification accuracy

Original language	English
Pages	105-106
Publication status	Published - Apr 2012
Event	11th International Conference on Information Processing in Sensor Networks - Beijing, China Duration: 16 Apr 2012 → 20 Apr 2012

Conference

Conference	11th International Conference on Information Processing in Sensor Networks
Abbreviated title	IPSN '12
Country/Territory	China
City	Beijing
Period	16/04/12 → 20/04/12

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http://delivery.acm.org/10.1145/2190000/2185699/p105-wei.pdf?ip=152.105.245.197&id=2185699&acc=ACTIVE%20SERVICE&key=BF07A2EE685417C5%2E7E81E7772CB8A87C%2E4D4702B0C3E38B35%2E4D4702B0C3E38B35&__acm__=1549620645_949509152f4345e050d5b677a82a80d5Licence: Unspecified

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Wei, B., Yang, M., Kumar Rana, R., Chou, C. T., & Hu, W. (2012). Distributed Sparse Approximation for Frog Sound Classification. 105-106. Abstract from 11th International Conference on Information Processing in Sensor Networks, Beijing, China. http://delivery.acm.org/10.1145/2190000/2185699/p105-wei.pdf?ip=152.105.245.197&id=2185699&acc=ACTIVE%20SERVICE&key=BF07A2EE685417C5%2E7E81E7772CB8A87C%2E4D4702B0C3E38B35%2E4D4702B0C3E38B35&__acm__=1549620645_949509152f4345e050d5b677a82a80d5

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title = "Distributed Sparse Approximation for Frog Sound Classification",

abstract = "Sparse approximation has now become a buzzword for classification in numerous research domains. We propose a distributed sparse approximation method based on`1minimization for frog sound classification, which is tailored to the resource constrained wireless sensor networks. Our pilot study demonstrates that `1 minimization can run on wireless sensor nodes producing satisfactory classification accuracy",

author = "Wei, {B. (Bo)} and Mingrui Yang and {Kumar Rana}, R. and Chou, {Chun Tung} and Wen Hu",

year = "2012",

month = apr,

language = "English",

pages = "105--106",

note = "11th International Conference on Information Processing in Sensor Networks, IPSN '12 ; Conference date: 16-04-2012 Through 20-04-2012",

}

Wei, B, Yang, M, Kumar Rana, R, Chou, CT & Hu, W 2012, 'Distributed Sparse Approximation for Frog Sound Classification', 11th International Conference on Information Processing in Sensor Networks, Beijing, China, 16/04/12 - 20/04/12 pp. 105-106. <http://delivery.acm.org/10.1145/2190000/2185699/p105-wei.pdf?ip=152.105.245.197&id=2185699&acc=ACTIVE%20SERVICE&key=BF07A2EE685417C5%2E7E81E7772CB8A87C%2E4D4702B0C3E38B35%2E4D4702B0C3E38B35&__acm__=1549620645_949509152f4345e050d5b677a82a80d5>

TY - CONF

T1 - Distributed Sparse Approximation for Frog Sound Classification

AU - Wei, B. (Bo)

AU - Yang, Mingrui

AU - Kumar Rana, R.

AU - Chou, Chun Tung

AU - Hu, Wen

PY - 2012/4

Y1 - 2012/4

N2 - Sparse approximation has now become a buzzword for classification in numerous research domains. We propose a distributed sparse approximation method based on`1minimization for frog sound classification, which is tailored to the resource constrained wireless sensor networks. Our pilot study demonstrates that `1 minimization can run on wireless sensor nodes producing satisfactory classification accuracy

AB - Sparse approximation has now become a buzzword for classification in numerous research domains. We propose a distributed sparse approximation method based on`1minimization for frog sound classification, which is tailored to the resource constrained wireless sensor networks. Our pilot study demonstrates that `1 minimization can run on wireless sensor nodes producing satisfactory classification accuracy

M3 - Abstract

SP - 105

EP - 106

T2 - 11th International Conference on Information Processing in Sensor Networks

Y2 - 16 April 2012 through 20 April 2012

ER -

Distributed Sparse Approximation for Frog Sound Classification

Abstract

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