Zobrazeno 1 - 10
of 35
pro vyhledávání: '"Shelly Vishwakarma"'
Publikováno v:
IET Radar, Sonar & Navigation, Vol 18, Iss 2, Pp 266-276 (2024)
Abstract Voice identification is being increasingly adopted in various domains, including security infrastructures, intelligent home systems, and personalised digital assistants. Notably, it harbours significant promise in transforming healthcare, es
Externí odkaz:
https://doaj.org/article/1780aac553f64a0f93feeb84784c07b5
Autor:
Shelly Vishwakarma, Kevin Chetty, Julien Le Kernec, Qingchao Chen, Raviraj Adve, Sevgi Zubeyde Gurbuz, Wenda Li, Shobha Sundar Ram, Francesco Fioranelli
Publikováno v:
IET Radar, Sonar & Navigation, Vol 18, Iss 2, Pp 235-238 (2024)
Externí odkaz:
https://doaj.org/article/f8a87bdd79684e1c8beff9ce78432ffd
Publikováno v:
IET Radar, Sonar & Navigation, Vol 17, Iss 4, Pp 652-664 (2023)
Abstract This work introduces an attention mechanism that can be integrated into any standard convolution neural network to improve model sensitivity and prediction accuracy with minimal computational overhead. The attention mechanism is introduced i
Externí odkaz:
https://doaj.org/article/68540e9ab48d4c2a965bbf33c1a73105
Autor:
Mohammud J. Bocus, Wenda Li, Shelly Vishwakarma, Roget Kou, Chong Tang, Karl Woodbridge, Ian Craddock, Ryan McConville, Raul Santos-Rodriguez, Kevin Chetty, Robert Piechocki
Publikováno v:
Scientific Data, Vol 9, Iss 1, Pp 1-18 (2022)
Measurement(s) Human physical activity • Human location Technology Type(s) WiFi sensing device • ultra-wideband impulse radar • passive WiFi radar • Kinect motion sensor Factor Type(s) Human location • Human physical activity • Room geome
Externí odkaz:
https://doaj.org/article/243275b71631402c851afb4595de561e
Publikováno v:
IET Radar, Sonar & Navigation, Vol 16, Iss 7, Pp 1083-1094 (2022)
Abstract Software defined radar (SDRadar) systems have become an important area for future radar development and are based on similar concepts to Software defined radio (SDR). Most of the processing like filtering, frequency conversion and signal gen
Externí odkaz:
https://doaj.org/article/4973a7e0cb67473fadff33605c253524
Publikováno v:
IET Radar, Sonar & Navigation, Vol 15, Iss 8, Pp 915-931 (2021)
Abstract Narrowband and broadband indoor radar images significantly deteriorate in the presence of target‐dependent and target‐independent static and dynamic clutter arising from walls. A stacked and sparse denoising autoencoder (StackedSDAE) is
Externí odkaz:
https://doaj.org/article/bb17211ced3c4eebbff492b80e86e468
Autor:
Shelly Vishwakarma, Shobha Sundar Ram
Publikováno v:
IEEE Access, Vol 6, Pp 29793-29805 (2018)
Recently, several machine learning algorithms have been applied for classifying micro-Doppler signatures from different human motions. However, these algorithms must demonstrate versatility in handling diversity in test and training data to be used f
Externí odkaz:
https://doaj.org/article/dba80aad001147a2b855500b25d70e11
Publikováno v:
IET Radar, Sonar & Navigation. 17:652-664
Publikováno v:
IEEE Aerospace and Electronic Systems Magazine. 37:6-22
Publikováno v:
IEEE Sensors Journal. 22:2484-2495