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Ashish James
Ashish James
Institute of Infocomm Research (I2R), A*STAR
Adresse e-mail validée de i2r.a-star.edu.sg
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Tracknet-a deep learning based fault detection for railway track inspection
A James, W Jie, Y Xulei, Y Chenghao, NB Ngan, L Yuxin, S Yi, ...
2018 International Conference on Intelligent Rail Transportation (ICIRT), 1-5, 2018
522018
Deep Neural Network Based Media Noise Predictors for Use in High-Density Magnetic Recording Turbo-Detectors
A Sayyafan, BJ Belzer, K Sivakumar, J Shen, KS Chan, A James
IEEE Transactions on Magnetics 55 (12), 1-6, 2019
282019
FaultNet: Faulty rail-valves detection using deep learning and computer vision
RS Pahwa, J Chao, J Paul, Y Li, MTL Nwe, S Xie, A James, ...
2019 IEEE Intelligent Transportation Systems Conference (ITSC), 559-566, 2019
282019
Performance analysis of fountain codes in multihop relay networks
A James, AS Madhukumar, E Kurniawan, F Adachi
IEEE Transactions on Vehicular Technology 62 (9), 4379-4391, 2013
262013
Throughput optimization in cooperative communications based on incremental relaying
A James, AS Madhukumar, SD Tio, E Kurniawan
IEEE Transactions on Vehicular Technology 60 (1), 317-323, 2010
262010
Deep Neural Network a Posteriori Probability Detector for Two-Dimensional Magnetic Recording
J Shen, A Aboutaleb, K Sivakumar, BJ Belzer, KS Chan, A James
IEEE Transactions on Magnetics 56 (6), 1-12, 2020
242020
Downlink capacity improvement and interference reduction through reverse frequency allocation
P Jacob, A James, AS Madhukumar
2012 IEEE International Conference on Communication Systems (ICCS), 329-333, 2012
212012
Deep Neural Network Media Noise Predictor Turbo-Detection System for 1-D and 2-D High-Density Magnetic Recording
A Sayyafan, A Aboutaleb, BJ Belzer, K Sivakumar, A Aguilar, CA Pinkham, ...
IEEE Transactions on Magnetics 57 (3), 1-13, 2020
162020
ISI/ITI Turbo Equalizer for TDMR Using Trained Local Area Influence Probabilistic Model
X Sun, J Shen, BJ Belzer, K Sivakumar, A James, KS Chan, R Wood
IEEE Transactions on Magnetics 55 (4), 1-15, 2019
152019
User areal density optimization for conventional and 2-D detectors/decoders
KS Chan, A James, S Shafiee, S Rahardja, J Shen, K Sivakumar, ...
IEEE Transactions on Magnetics 54 (2), 1-12, 2017
142017
Convolutional neural network based symbol detector for two-dimensional magnetic recording
J Shen, BJ Belzer, K Sivakumar, KS Chan, A James
IEEE Transactions on Magnetics 57 (3), 1-5, 2020
102020
Interference mitigation through reverse frequency allocation in multi-tier cellular network: a downlink perspective
P Jacob, A James, AS Madhukumar
Wireless Networks 21, 1613-1629, 2015
102015
Method and system for predicting performance in electronic design based on machine learning
R Salahuddin, R DUTTA, KTC Chai, A James, CS Foo, Z Zeng, ...
US Patent App. 17/296,169, 2022
72022
Adaptive rateless coding with feedback for cooperative relay networks
A James, AS Madhukumar, F Adachi
2012 IEEE Wireless Communications and Networking Conference (WCNC), 587-591, 2012
62012
Multi-pass joint Viterbi detector decoder (MP-JVDD) over AWGN/ISI channels
A James, KS Chan
2016 International Conference on Computing, Networking and Communications …, 2016
52016
Performance limits of rateless codes in delay constrained multihop relay networks
A James, AS Madhukumar
2014 IEEE International Conference on Communications Workshops (ICC), 325-330, 2014
52014
Spectrally Efficient Packet Recovery in Delay Constrained Rateless Coded Multihop Networks
A James, AS Madhukumar, E Kurniawan, F Adachi
IEEE Transactions on Communications 61 (11), 4462-4474, 2013
52013
Incremental code relaying protocol for cooperative communications
A James, E Kurniawan, AS Madhukumar
2009 IEEE 70th Vehicular Technology Conference Fall, 1-5, 2009
52009
Convolutional Neural Network-based Media Noise Prediction and Equalization for TDMR Turbo-detection with Write/Read TMR
A Sayyafan, A Aboutaleb, BJ Belzer, K Sivakumar, S Greaves, KS Chan, ...
IEEE Transactions on Magnetics 59 (3), 1-11, 2022
42022
Evaluation of a Joint Detector Demodulator Decoder (JDDD) performance with modulation schemes specified in the DVB-S2 standard
KS Chan, A James, S Rahardja
IEEE Access 7, 86217-86225, 2019
42019
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