• Room 07.021 - Ashby Tower

    United Kingdom

Accepting PhD Students

PhD projects

There are PhD opportunities open in creation of innovative embedded systems: - New Edge Computing Solutions for Machine Learning - Physical Layer Security Approaches for Internet-of-Things - Advanced Data Analysis for Manufacturing Applications

1988 …2020

Research output per year

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Research Output

2020

Optimisation of System Throughput Exploiting Tasks Heterogeneity on Space Shared FPGAs

Minhas, U., Woods, R. & Karakonstantis, G., 03 Feb 2020, International Conference on Field-Programmable Technology. IEEE

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
24 Downloads (Pure)
2019

An Investigation of Using Loop-back Mechanism for Channel Reciprocity Enhancement in Secret Key Generation

Peng, L., Li, G., Zhang, J., Woods, R., Liu, M. & Hu, A., 01 Mar 2019, In : IEEE Transactions on Mobile Computing. 18, 3, p. 507-519 13 p., 8370120.

Research output: Contribution to journalArticle

Open Access
File
11 Citations (Scopus)
254 Downloads (Pure)

Evaluation of FPGA Partitioning Schemes for Time and Space Sharing of Heterogeneous Tasks

Minhas, U., Woods, R. & Karakonstantis, G., 31 Mar 2019, International Symposium on Applied Reconfigurable Computing TU Darmstadt 09 - 11 April 2019. Springer, (Lecture Notes in Computer Science ).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
1 Citation (Scopus)
33 Downloads (Pure)

FPGA-based Processor Acceleration for Image Processing Applications

Siddiqui, F., Amiri, S., Minhas, U. I., Deng, T., Woods, R., Rafferty, K. & Crookes, D., 13 Jan 2019, In : Journal of Imaging. 5, 1, 22 p., 16.

Research output: Contribution to journalArticle

Open Access
File
4 Citations (Scopus)
269 Downloads (Pure)

Impact of Wireless Backhaul Unreliability and Imperfect Channel Estimation on Opportunistic NOMA

Lee, S., Duong, Q. & Woods, R., Nov 2019, In : IEEE Transactions on Vehicular Technology. 68, 11, p. 10822-10833 12 p.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
118 Downloads (Pure)

Physical Layer Security for the Internet of Things: Authentication and Key Generation

Zhang, J., Rajendran, S., Sun, Z., Woods, R. & Hanzo, L., Oct 2019, In : IEEE Wireless Communications Magazine. 26, 5, p. 92-98 7 p.

Research output: Contribution to journalArticle

Open Access
File
9 Citations (Scopus)
474 Downloads (Pure)

Programmable Architectures for Histogram of Oriented Gradients Processing

Kelly, C., Woods, R., Amiri, M., Siddiqui, F. M. & Rafferty, K., 2019, Handbook of Signal Processing Systems. Springer, p. 649 - 682 33 p.

Research output: Chapter in Book/Report/Conference proceedingChapter (peer-reviewed)

Work-in-Progress: Design Space Exploration of Multi-Task Processing on Space Shared FPGAs

Minhas, U. I., Woods, R. & Karakonstantis, G., 2019, International Conference on Hardware/Software Codesign and System Synthesis: Proceedings. 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

A Bayesian network based learning system for modelling faults in large-scale manufacturing

Carbery, C. M., Woods, R. & Marshall, A. H., 30 Apr 2018, Proceedings - 2018 IEEE International Conference on Industrial Technology, ICIT 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-February. p. 1357-1362 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
5 Citations (Scopus)
404 Downloads (Pure)

A New Data Analytics Framework Emphasising Pre-processing in Learning AI Models for Complex Manufacturing Systems

Carbery, C. M., Woods, R. & Marshall, A. H., 04 Sep 2018, Intelligent Computing and Internet of Things - First International Conference on Intelligent Manufacturing and Internet of Things and 5th International Conference on Computing for Sustainable Energy and Environment, IMIOT and ICSEE 2018, Proceedings. Yang, Z., Yang, D., Li, K., Fei, M. & Du, D. (eds.). Springer-Verlag, p. 169-179 11 p. (Communications in Computer and Information Science; vol. 924).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
3 Citations (Scopus)
179 Downloads (Pure)

A New Real-Time FPGA-Based Implementation of K-Means Clustering for Images

Deng, T., Crookes, D., Siddiqui, F. & Woods, R., 2018, Intelligent Computing and Internet of Things: First International Conference on Intelligent Manufacturing and Internet of Things and 5th International Conference on Computing for Sustainable Energy and Environment, Chongqing, China, September 21-23, 2018. Yang, Z., Yang, D., Li, K., Fei, M. & Du, D. (eds.). Springer-Verlag, Vol. 924. p. 468-477 10 p. (Communications in Computer and Information Science; vol. 924).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
1 Citation (Scopus)
177 Downloads (Pure)

Exploring Functional Acceleration of OpenCL on FPGAs and GPUs Through Platform-Independent Optimizations

Minhas, U. I., Woods, R. & Karakonstantis, G., 08 Apr 2018, ARC 2018: Applied Reconfigurable Computing: Architectures, Tools, and Applications - 14th International Symposium: Proceedings. Springer-Verlag, p. 551-563 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10824 ).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
2 Citations (Scopus)
345 Downloads (Pure)

Facilitating Easier Access to FPGAs in the Heterogeneous Cloud Ecosystems

Minhas, U. I., Woods, R. & Karakonstantis, G., 06 Dec 2018, Proceedings of the 28th International Conference on Field Programmable Logic and Applications (FPL), 2018. IEEE , p. 447-448 2 p. (28th International Conference on Field Programmable Logic and Applications (FPL): Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
167 Downloads (Pure)

NanoStreams: A Microserver Architecture for Real-time Analytics on Fast Data Streams

Minhas, U. I., Russell, M., Kaloutsakis, S., Barber, P., Woods, R., Georgakoudis, G., Gillan, C., Nikolopoulos, D. S. & Bilos, A., Jul 2018, In : IEEE Transactions on Multi-Scale Computing Systems. 15 p.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
308 Downloads (Pure)

On spatial security outage probability derivation of exposure region based beamforming with randomly located eavesdroppers

Zhang, Y., Ko, Y., Woods, R., Marshall, A., Cavallaro, J. & Li, K., 06 Mar 2018, 51st Asilomar Conference on Signals, Systems and Computers: ACSSC 2017: Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2017-October. p. 2054-2058 5 p. 8335730

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Opportunistic Non-Orthogonal Multiple Access Scheme with Unreliable Wireless Backhauls

Lee, S., Duong, T. Q. & Woods, R., 20 Dec 2018, IEEE 29th Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC 2018) . Bologna, Italy, 5 p. 8580961. (Annual International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC): Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
1 Citation (Scopus)
152 Downloads (Pure)

Security Optimization of Exposure Region-based Beamforming with a Uniform Circular Array

Zhang, Y., Woods, R., Ko, Y., Marshall, A. & Zhang, J., 01 Jun 2018, In : IEEE Transactions on Communications. 66, 6, p. 2630-2641 12 p.

Research output: Contribution to journalArticle

Open Access
File
5 Citations (Scopus)
176 Downloads (Pure)
2017

Advanced computer technologies and their benefits for Bayesian network learning

Carbery, C., Woods, R., Marshall, A. H. & Amiri, M., 28 Mar 2017, (Accepted).

Research output: Contribution to conferenceAbstract

Angle of Arrival based Indoor Localization with Cooperative MIMO Beamforming Scheme

Tao, C., Zhou, B., Woods, R. & Marshall, A., 01 Jul 2017.

Research output: Contribution to conferencePaper

Open Access
File
361 Downloads (Pure)

Defining Spatial Security Outage Probability for Exposure Region Based Beamforming

Zhang, Y., Ko, Y., Woods, R. & Marshall, A., Feb 2017, In : IEEE Transactions on Wireless Communications. p. 900-912 13 p., 7762226.

Research output: Contribution to journalArticle

Open Access
File
8 Citations (Scopus)
117 Downloads (Pure)

Design of an OFDM Physical Layer Encryption Scheme

Zhang, J., Marshall, A., Woods, R. & Duong, T. Q., Mar 2017, In : IEEE Transactions on Vehicular Technology. 66, 3, p. 2114 - 2127 14 p.

Research output: Contribution to journalArticle

Open Access
File
35 Citations (Scopus)
712 Downloads (Pure)

FPGA-based implementation of Signal Processing Systems

Woods, R., McAllister, J., Lightbody, G. & Yi, Y., Apr 2017, 2 ed. UK: Chichester: John Wiley & Son. 356 p.

Research output: Book/ReportBook

FPGA-based soft-core processors for image processing applications

Amiri, M., Siddiqui, F. M., Kelly, C., Woods, R., Rafferty, K. & Bardak, B., Apr 2017, In : Journal of Signal Processing Systems. 87, 1, p. 139-156 18 p.

Research output: Contribution to journalArticle

Open Access
File
9 Citations (Scopus)
521 Downloads (Pure)

NanoStreams: Codesigned Microservers for Edge Analytics in Real Time

Georgakoudis, G., Gillan, C., Hassan, A., Minhas, U. I., Tzenakis, G., Spence, I., Vandierendonck, H., Woods, R., Nikolopoulos, D. S., Shyamsundar, M., Barber, P., Russell, M., Bilas, A., Kaloutsakis, S., Giefers, H., Staar, P., Bekas, C., Horlock, N., Faloon, R. & Pattison, C., 19 Jan 2017, Proceedings: 2016 International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS XVI) . Institute of Electrical and Electronics Engineers Inc., p. 180-187 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
4 Citations (Scopus)
474 Downloads (Pure)

On Spatial Security Outage Probability Derivation of Exposure Region Based Beamforming with Randomly Located Eavesdroppers

Zhang, Y., Ko, Y., Woods, R., Marshall, A., Cavallaro, J. & Li, K., 06 Mar 2017, Conference Record of the 50th Asilomar Conference on Signals, Systems and Computers, ACSSC 2016. IEEE Computer Society, p. 689-690 2 p. 7869132

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
1 Citation (Scopus)
139 Downloads (Pure)

On the Key Generation from Correlated Wireless Channels

Zhang, J., He, B., Duong, T. Q. & Woods, R., Apr 2017, In : IEEE Communications Letters. 21, 4, p. 961-964

Research output: Contribution to journalArticle

Open Access
File
32 Citations (Scopus)
217 Downloads (Pure)

Runtime Support for Adaptive Power Capping on Heterogeneous SoCs

Wu, Y., Nikolopoulos, D. S. & Woods, R., 19 Jan 2017, Proceedings of International Conference on Embedded Computer Systems: Architecture, Modeling and Simulation (SAMOS XVI). Institute of Electrical and Electronics Engineers Inc., p. 71-78 8 p. 7818333

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
2 Citations (Scopus)
484 Downloads (Pure)

Securing Wireless Communications of the Internet of Things from the Physical Layer, An Overview

Zhang, J., Duong, T. Q., Woods, R. & Marshall, A., 18 Aug 2017, In : Entropy. 19, 8, 10 p., 420.

Research output: Contribution to journalArticle

Open Access
File
30 Citations (Scopus)
192 Downloads (Pure)
2016

Efficient Key Generation by Exploiting Randomness from Channel Responses of Individual OFDM Subcarriers

Zhang, J., Marshall, A., Woods, R. & Duong, T. Q., 07 Apr 2016, In : IEEE Transactions on Communications. 64, 6, p. 2578 - 2588 10 p.

Research output: Contribution to journalArticle

Open Access
File
49 Citations (Scopus)
313 Downloads (Pure)

Experimental Study on Channel Reciprocity in Wireless Key Generation

Zhang, J., Woods, R., Duong, T. Q., Marshall, A. & Ding, Y., 11 Aug 2016, 2016 IEEE 17th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC). p. 1-5 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
21 Citations (Scopus)
397 Downloads (Pure)

Experimental Study on Key Generation for Physical Layer Security in Wireless Communications

Zhang, J., Woods, R., Duong, T. Q., Marshall, A., Ding, Y., Huang, Y. & Xu, Q., 31 Aug 2016, In : IEEE Access. 4, p. 4464-4477 12 p.

Research output: Contribution to journalArticle

Open Access
File
34 Citations (Scopus)
347 Downloads (Pure)

FPGA soft-core processors, compiler and hardware optimizations validated using HOG

Kelly, C., Siddiqui, F. M., Bardak, B., Wu, Y., Woods, R. & Rafferty, K., 13 Mar 2016, Applied Reconfigurable Computing - 12th International Symposium, ARC 2016, Proceedings. Springer-Verlag, Vol. 9625. p. 78-90 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9625).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

FPGA Soft-core Processors, Compiler and Hardware Optimizations validated using HOG

Kelly, C., Siddiqui, F. M., Bardak, B., Wu, Y., Woods, R. & Rafferty, K., 24 Mar 2016.

Research output: Contribution to conferencePaper

Key Generation from Wireless Channels: A Review

Zhang, J., Duong, T. Q., Marshall, A. & Woods, R., 08 Mar 2016, In : IEEE Access. 4, p. 614-626 13 p.

Research output: Contribution to journalArticle

Open Access
File
146 Citations (Scopus)
1142 Downloads (Pure)

Proposing the deep dynamic Bayesian network as a future computer based medical system

Carbery, C. M., Marshall, A. H. & Woods, R., 18 Aug 2016, Proceedings - IEEE 29th International Symposium on Computer-Based Medical Systems, CBMS 2016. Institute of Electrical and Electronics Engineers Inc., p. 227-228 2 p. 7545991. (IEEE 29th International Symposium on Computer-Based Medical Systems (CBMS)).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
1 Citation (Scopus)
518 Downloads (Pure)
2015

An effective key generation system using improved channel reciprocity

Zhang, J., Woods, R., Marshall, A. & Duong, T. Q., 04 Aug 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Institute of Electrical and Electronics Engineers Inc., p. 1727-1731 5 p. 7178266

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Citations (Scopus)

An effective key generation system using improved channel reciprocity

Zhang, J., Woods, R., Marshall, A. & Duong, T. Q., 21 Apr 2015.

Research output: Contribution to conferencePoster

13 Citations (Scopus)

Foreword

Woods, R., Leus, G., Aviyente, S., Jamali, M. M., Janneck, J. W., Koivunen, V., McKay, M., Rabbat, M., Rao, B., Tian, Z. G., Wang, Z., Zhou, S., Matthews, M. B., DeBrunner, L., Farques, M. P. & Romero, R., 24 Apr 2015, Conference Record of The Forty-Seventh Asilomar Conference on Signals, Systems & Computers. Institute of Electrical and Electronics Engineers (IEEE), p. xxxii

Research output: Chapter in Book/Report/Conference proceedingForeword/postscript

Verification of Key Generation from Individual OFDM Subcarrier's Channel Response

Zhang, J., Woods, R., Marshall, A. & Duong, Q. Q., Dec 2015, 2015 IEEE Globecom Workshops (GC Wkshps). Institute of Electrical and Electronics Engineers (IEEE), 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
12 Citations (Scopus)
414 Downloads (Pure)
2014

Creating secure wireless regions using configurable beamforming

Zhang, Y., Marshall, A., Woods, R. & Ko, Y., Nov 2014, 2014 IEEE 25th Annual International Symposium on Personal, Indoor and Mobile Radio Communications Proceedings (PIMRC). Institute of Electrical and Electronics Engineers Inc., p. 47-52 6 p. 7136130

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
3 Citations (Scopus)
219 Downloads (Pure)

Dataflow toolset for soft-core processors on FPGA for image processing applications

Bardak, B., Siddiqui, F. M., Kelly, C. & Woods, R., 27 Apr 2014, 2014 48th Asilomar Conference on Signals, Systems and Computers. Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1445-1449 5 p. 7094701

Research output: Chapter in Book/Report/Conference proceedingConference contribution

File
4 Citations (Scopus)
391 Downloads (Pure)

Engineering Innovative Products: A Practical Experience

Woods, R., Rafferty, K., Murphy, J. & Hermon, P., Jul 2014, 1st ed. Wiley-Blackwell. 296 p.

Research output: Book/ReportBook

Histogram of oriented gradients front end processing: An FPGA based processor approach

Kelly, C., Siddiqui, F. M., Bardak, B. & Woods, R., 20 Oct 2014, Proceedings of the 2014 IEEE workshop on Signal Processing Systems . Institute of Electrical and Electronics Engineers Inc., 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
21 Citations (Scopus)
1110 Downloads (Pure)

Investigation of secure wireless regions using configurable beamforming on WARP

Zhang, Y., Yin, B., Woods, R., Cavallaro, J., Marshall, A. & Ko, Y., Nov 2014, 2014 Asilomar Conference on Signals, Systems, and Computers. Pacific Grove, CA: IEEE Computer Society, p. 1979-1983 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

File
2 Citations (Scopus)
260 Downloads (Pure)

IPPro: FPGA based Image Processing Processor

Siddiqui, F. M., Russell, M., Bardak, B., Woods, R. & Rafferty, K., 20 Oct 2014.

Research output: Contribution to conferencePaper

File
12 Citations (Scopus)
1369 Downloads (Pure)

Power Modeling and Capping for Heterogeneous ARM/FPGA SoCs

Wu, Y., Nunez-Yanez, J., Woods, R. & Nikolopoulos, D. S., Dec 2014, Proceedings of the 2014 International Conference on Field-Programmable Technology (FPT). Institute of Electrical and Electronics Engineers (IEEE), p. 231-234 4 p. 7082782

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Secure key generation from OFDM subcarriers' channel responses

Zhang, J., Marshall, A., Woods, R. & Duong, T. Q., 08 Dec 2014, 2014 IEEE Globecom Workshops, GC Wkshps 2014. Institute of Electrical and Electronics Engineers Inc., p. 1302-1307 6 p. 7063613

Research output: Chapter in Book/Report/Conference proceedingConference contribution

21 Citations (Scopus)

Secure Key Generation from OFDM Subcarriers’ Channel Response

Zhang, J., Marshall, A., Woods, R. & Duong, T. Q., Dec 2014.

Research output: Contribution to conferencePaper

File
21 Citations (Scopus)
269 Downloads (Pure)
2013

Implementation of Selective Packet Destruction on Wireless Open-Access Research Platform

Hughes, S., Zhou, B., Woods, R. & Marshall, A., 06 Nov 2013, 2013 Asilomar Conference on Signals, Systems and Computers. Matthews, MB. (ed.). NEW YORK: Institute of Electrical and Electronics Engineers (IEEE), p. 2029-2033 5 p. (Conference Record of the Asilomar Conference on Signals Systems and Computers).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

File
186 Downloads (Pure)