David Grace

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 78

Top Venues

IEEE Access

Trans. Emerg. Telecommun. Technol.

VTC Fall

CoRR

Publications

Xuanyu Liang, Qiao Wang, Ahmed Al-Tahmeesschi, Swarna Bindu Chetty, David Grace, Hamed Ahmadi
Energy Consumption of Machine Learning Enhanced Open RAN: A Comprehensive Review. IEEE Access 12 (2024)
Tareq M. Shami, David Grace, Alister G. Burr, Paul D. Mitchell
Single candidate optimizer: a novel optimization algorithm. Evol. Intell. 17 (2) (2024)
Yi Chu, David Grace, Josh Shackleton, Andy White, David Hunter, Hamed Ahmadi
Rapidly Deployable Intelligent 5G Aerial Neutral Host Networks: an O-RAN-Based Approach. CoRR (2024)
Steve Chukwuebuka Arum, David Grace, Paul Daniel Mitchell
Extending Coverage and Capacity From High Altitude Platforms With a Two-Tier Cellular Architecture. IEEE Trans. Mob. Comput. 23 (2) (2024)
Abdulkarim Ayopo Oloyede, David Grace, Nasir Faruk
A techno-economic model for future deployment of fixed broadband services to stimulate development across rural Africa. Int. J. Mob. Commun. 21 (2) (2023)
Wijdan K. Alsaedi, Hamed Ahmadi, Zaheer Khan, David Grace
Spectrum Options and Allocations for 6G: A Regulatory and Standardization Review. IEEE Open J. Commun. Soc. 4 (2023)
Yi Chu, Paul D. Mitchell, David Grace, Jonathan Roberts, Dominic White, Tautvydas Mickus
IRIS: A low duty cycle cross-layer protocol for long-range wireless sensor networks with low power budget. Comput. Networks 225 (2023)
Qiao Wang, David Grace
A Hybrid Proactive Caching System in Vehicular Networks Based on Contextual Multi-Armed Bandit Learning. IEEE Access 11 (2023)
Tareq M. Shami, David Grace, Alister G. Burr, Muhammad D. Zakaria
Joint User-Centric Clustering and Multi-cell Radio Resource Management in Coordinated Multipoint Joint Transmission. Wirel. Pers. Commun. 124 (4) (2022)
Farah Mahdi Alsalami, Sujan Rajbhandari, Zahir Ahmad, David Grace
Scalar Minimax Filter-based Phase Tracking for Continuous-Variable Quantum Key Distribution. CSNDSP (2022)
Qiao Wang, David Grace
Proactive Edge Caching in Vehicular Networks: An Online Bandit Learning Approach. IEEE Access 10 (2022)
N. K. Ibrahim, Aduwati Sali, Hezerul Abdul Karim, A. F. Ramli, N. S. Ibrahim, David Grace
Multiple Description Coding for Enhancing Outage and Video Performance Over Relay-Assisted Cognitive Radio Networks. IEEE Access 10 (2022)
Sumaila Mahama, Yahya J. Harbi, David Grace, Alister G. Burr
Multi-User Interference Cancellation for Uplink FBMC-Based Multiple Access Channel. IEEE Commun. Lett. 25 (8) (2021)
Shammi Farhana Islam, Alister G. Burr, David Grace
Capacity of Distributed Millimetre-wave Antenna Arrays. SSP (2021)
Shammi Farhana Islam, Alister G. Burr, David Grace
Impact of Directional Array Response on K - factor in Millimetre Wave Transmission. ISWCS (2021)
Yi Chu, Hamed Ahmadi, David Grace, David Burns
Deep Learning Assisted Fixed Wireless Access Network Coverage Planning. IEEE Access 9 (2021)
Sumaila Mahama, Derek Kwaku Pobi Asiedu, Yahya J. Harbi, Kyoung-Jae Lee, David Grace, Alister G. Burr
Multi-User Wireless Information and Power Transfer in FBMC-Based IoT Networks. IEEE Open J. Commun. Soc. 2 (2021)
Sung Hyun Park, Paul Daniel Mitchell, David Grace
Reinforcement Learning Based MAC Protocol (UW-ALOHA-QM) for Mobile Underwater Acoustic Sensor Networks. IEEE Access 9 (2021)
Mahmudul Haque Kafi, Paul D. Mitchell, David Grace
Prioritised Dynamic RACH (PD-RACH) Scheme for Delay-Critical MTC Communication. PIMRC (2020)
Kayode Popoola, David Grace, Tim Clarke
Capacity and Coverage Analysis of High Altitude Platform (HAP) Antenna Arrays for Rural Vehicular Broadband Services. VTC Spring (2020)
Sumaila Mahama, Yahya J. Harbi, Alister G. Burr, David Grace
Design and Convergence Analysis of an IIC-Based BICM-ID Receiver for FBMC-QAM Systems. IEEE Open J. Commun. Soc. 1 (2020)
Qiao Wang, David Grace
Sequence Prediction-based Proactive Caching in Vehicular Content Networks. CAVS (2020)
Yi Chu, Paul D. Mitchell, David Grace, Jonathan Roberts, Dominic White, Tautvydas Mickus
IRIS: A Low Duty Cycle Cross-Layer Protocol for Long-Range Wireless Sensor Networks with Low Power Budget. CoRR (2020)
Steve Chukwuebuka Arum, David Grace, Paul Daniel Mitchell
A review of wireless communication using high-altitude platforms for extended coverage and capacity. Comput. Commun. 157 (2020)
Junfei Qiu, David Grace, Guoru Ding, Junnan Yao, Qihui Wu
Blockchain-Based Secure Spectrum Trading for Unmanned-Aerial-Vehicle-Assisted Cellular Networks: An Operator's Perspective. IEEE Internet Things J. 7 (1) (2020)
Muhammad D. Zakaria, David Grace, Paul Daniel Mitchell, Tareq M. Shami, Nils Morozs
Exploiting User-Centric Joint Transmission - Coordinated Multipoint With a High Altitude Platform System Architecture. IEEE Access 7 (2019)
Steve Chukwuebuka Arum, David Grace, Paul D. Mitchell, Muhammad D. Zakaria
Beam-Pointing Algorithm for Contiguous High-Altitude Platform Cell Formation for Extended Coverage. VTC Fall (2019)
Tareq M. Shami, David Grace, Alister G. Burr, John S. Vardakas
Load balancing and control with interference mitigation in 5G heterogeneous networks. EURASIP J. Wirel. Commun. Netw. 2019 (2019)
Luis Alejandro Fletscher, Luis A. Suarez, David Grace, Catalina Valencia Peroni, José María Maestre
Energy-Aware Resource Management in Heterogeneous Cellular Networks With Hybrid Energy Sources. IEEE Trans. Netw. Serv. Manag. 16 (1) (2019)
Sumaila Mahama, Yahya J. Harbi, Alister G. Burr, David Grace
Iterative Interference Cancellation in FBMC-QAM Systems. WCNC (2019)
Yi Chu, Tong Peng, David Grace, Alister G. Burr
Implementation of uplink network-coded modulation for two-hop networks. Trans. Emerg. Telecommun. Technol. 30 (7) (2019)
Sumaila Mahama, Yahya J. Harbi, Alister G. Burr, David Grace
A Non-orthogonal Waveform Design with Iterative Detection and Decoding for Narrowband IoT Applications. EuCNC (2019)
Shipra Kapoor, David Grace, Tim Clarke
User Association in Ultra-Dense Small Cell Dynamic Vehicular Networks: A Reinforcement Learning Approach. J. Commun. Inf. Networks 4 (1) (2019)
Sung Hyun Park, Paul Daniel Mitchell, David Grace
Reinforcement Learning Based MAC Protocol (UW-ALOHA-Q) for Underwater Acoustic Sensor Networks. IEEE Access 7 (2019)
Junfei Qiu, David Grace, Guoru Ding, Muhammad D. Zakaria, Qihui Wu
Air-Ground Heterogeneous Networks for 5G and Beyond via Integrating High and Low Altitude Platforms. IEEE Wirel. Commun. 26 (6) (2019)
Muhammad D. Zakaria, David Grace, Paul D. Mitchell, Tareq M. Shami
User-centric JT-CoMP for High Altitude Platforms. SoftCOM (2018)
Lawal Mohammed Bello, Paul Daniel Mitchell, David Grace
Intelligent RACH Access Techniques to Support M2M Traffic in Cellular Networks. IEEE Trans. Veh. Technol. 67 (9) (2018)
Yi Chu, Tong Peng, David Grace, Alister G. Burr
Implementation of Uplink Network Coded Modulation for Two-Hop Networks. CoRR (2018)
Tareq M. Shami, David Grace, Alister G. Burr, Muhammad D. Zakaria
User-centric JT-CoMP clustering in a 5G cell-less architecture. PIMRC (2018)
Tareq M. Shami, David Grace, Alister G. Burr
Load Balancing and Control Using Particle Swarm Optimisation in 5G Heterogeneous Networks. EuCNC (2018)
Zhehan Li, David Grace, Paul D. Mitchell
Hotspot-Oriented Green Frameworks for Ultrasmall Cell Cloud Radio Access Networks. IEEE Trans. Veh. Technol. 67 (1) (2018)
Tareq M. Shami, David Grace, Alister G. Burr, Muhammad D. Zakaria
Radio Resource Management for User-Centric JT-CoMP. ISWCS (2018)
Zhehan Li, David Grace, Paul D. Mitchell
Traffic-Aware Cell Management for Green Ultradense Small-Cell Networks. IEEE Trans. Veh. Technol. 66 (3) (2017)
Abdulkarim Ayopo Oloyede, David Grace
Energy Efficient Spectrum Auction Process with Utility Functions. Wirel. Pers. Commun. 95 (3) (2017)
Shipra Kapoor, David Grace, Tim Clarke
A base station selection scheme for handover in a mobility-aware ultra-dense small cell urban vehicular environment. PIMRC (2017)
Abimbola Fisusi, David Grace, Paul D. Mitchell
Energy saving in a 5G separation architecture under different power model assumptions. Comput. Commun. 105 (2017)
Karina Mabell Gomez, Kandeepan Sithamparanathan, Macia Mut Vidal, Vincent Boussemart, Raquel Ramos, Romain Hermenier, Tinku Rasheed, Leonardo Goratti, Laurent Reynaud, David Grace, Qiyang Zhao, Yunbo Han, Salahedin Rehan, Nils Morozs, Tao Jiang, Isabelle Bucaille, Thomas Wirth, Roberta Campo, Tomaz Javornik
Aerial base stations with opportunistic links for next generation emergency communications. IEEE Commun. Mag. 54 (4) (2016)
Selahattin Kosunalp, Yi Chu, Paul D. Mitchell, David Grace, Tim Clarke
Use of Q-learning approaches for practical medium access control in wireless sensor networks. Eng. Appl. Artif. Intell. 55 (2016)
Nils Morozs, Tim Clarke, David Grace
Distributed Heuristically Accelerated Q-Learning for Robust Cognitive Spectrum Management in LTE Cellular Systems. IEEE Trans. Mob. Comput. 15 (4) (2016)
Abdulkarim Ayopo Oloyede, David Grace
Economic modeling with green resource management for future wireless broadband networks. WONS (2016)
Salvatore Costanzo, Rudraksh Shrivastava, Konstantinos Samdanis, Dionysis Xenakis, Xavier Costa-Pérez, David Grace
Service-oriented resource virtualization for evolving TDD networks towards 5G. WCNC (2016)
Nils Morozs, Tim Clarke, David Grace
Cognitive spectrum management in dynamic cellular environments: A case-based Q-learning approach. Eng. Appl. Artif. Intell. 55 (2016)
Aizat Ramli, David Grace
Reinforcement learning-based clustering protocols for a self-organising cognitive radio network. Trans. Emerg. Telecommun. Technol. 27 (4) (2016)
Jialu Lun, David Grace, Alister G. Burr, Yunbo Han, Kari Leppänen, Tao Cai
Millimetre wave backhaul/fronthaul deployments for ultra-dense outdoor small cells. WCNC (2016)
Tao Jiang, Qiyang Zhao, David Grace, Alister G. Burr, Tim Clarke
Single-state Q-learning for self-organised radio resource management in dual-hop 5G high capacity density networks. Trans. Emerg. Telecommun. Technol. 27 (12) (2016)
Sathyanarayanan Chandrasekharan, Karina Mabell Gomez, Akram Al-Hourani, Kandeepan Sithamparanathan, Tinku Rasheed, Leonardo Goratti, Laurent Reynaud, David Grace, Isabelle Bucaille, Thomas Wirth, Sandy Allsopp
Designing and Implementing Future Aerial Communication Networks. CoRR (2016)
Sathyanarayanan Chandrasekharan, Karina Mabell Gomez, Akram Al-Hourani, Kandeepan Sithamparanathan, Tinku Rasheed, Leonardo Goratti, Laurent Reynaud, David Grace, Isabelle Bucaille, Thomas Wirth, Sandy Allsopp
Designing and implementing future aerial communication networks. IEEE Commun. Mag. 54 (5) (2016)
Konstantinos Samdanis, Rudraksh Shrivastava, Athul Prasad, David Grace, Xavier Pérez Costa
TD-LTE virtual cells: An SDN architecture for user-centric multi-eNB elastic resource management. Comput. Commun. 83 (2016)
Abdulkarim Ayopo Oloyede, David Grace
Energy Efficient Short Term Spectrum Auction Using the Concept of Green Payments. Wirel. Pers. Commun. 90 (1) (2016)
Luis A. Suarez, Loutfi Nuaymi, David Grace, Salahedin Rehan, Jean-Marie Bonnin
A multi-criteria BS switching-off algorithm for 5G heterogeneous cellular networks with hybrid energy sources. Trans. Emerg. Telecommun. Technol. 27 (7) (2016)
Aftab Ahmed, David Grace
Energy-aware Topology Management for 5G dual-hop ultra-high capacity backhaul networks exploiting path diversity. ICUFN (2016)
Jialu Lun, David Grace, Alister G. Burr, Yunbo Han, Kari Leppänen, Tao Cai
Millimetre wave backhaul/fronthaul deployments for ultra-dense outdoor small cells. WCNC Workshops (2016)
Yi Tang, Lijie Wang, David Grace, Zibin Wang
Resource Allocation in OFDMA-Based Cognitive Radio Networks via Cooperation with Primary Users. J. Commun. 10 (5) (2015)
Lawal Mohammed Bello, Paul D. Mitchell, David Grace, Tautvydas Mickus
Q-learning Based Random Access with Collision free RACH Interactions for Cellular M2M. NGMAST (2015)
Nils Morozs, Tim Clarke, David Grace
Using Bayesian networks for convergence analysis of intelligent dynamic spectrum access algorithms. ICC Workshops (2015)
Yi Chu, Selahattin Kosunalp, Paul D. Mitchell, David Grace, Tim Clarke
Application of reinforcement learning to medium access control for wireless sensor networks. Eng. Appl. Artif. Intell. 46 (2015)
Sinan Nuuman, David Grace, Tim Clarke
A quantum inspired reinforcement learning technique for beyond next generation wireless networks. WCNC Workshops (2015)
Nils Morozs, Tim Clarke, David Grace
Intelligent Secondary LTE Spectrum Sharing in High Capacity Cognitive Cellular Systems. VTC Fall (2015)
Aftab Ahmed, David Grace
A Dual-Hop Backhaul Network Architecture for 5G Ultra-Small Cells Using Millimetre-Wave. ICUWB (2015)
Jialu Lun, David Grace
Software defined network for multi-tenancy resource sharing in backhaul networks. WCNC Workshops (2015)
Qiyang Zhao, David Grace, Andrej Vilhar, Tomaz Javornik
Using k-means clustering with transfer and Q learning for spectrum, load and energy optimization in opportunistic mobile broadband networks. ISWCS (2015)
Qiyang Zhao, David Grace, Tim Clarke
Transfer learning and cooperation management: balancing the quality of service and information exchange overhead in cognitive radio networks. Trans. Emerg. Telecommun. Technol. 26 (2) (2015)
David Grace
Aerial Platform based Wireless Communications: Will the Myth now become Reality? DroNet@MobiSys (2015)
Nils Morozs, Tim Clarke, David Grace
Intelligent Dynamic Spectrum Access in Cellular Systems with Asymmetric Topologies and Non-Uniform Traffic Loads. VTC Fall (2015)
Nils Morozs, Tim Clarke, David Grace
Heuristically Accelerated Reinforcement Learning for Dynamic Secondary Spectrum Sharing. IEEE Access 3 (2015)
Jian Qiu, Paul D. Mitchell, David Grace, Bing Lin, Guojun Dai
An adaptive neighbour detection scheme for rapid configuration of wireless sensor networks. Int. J. Sens. Networks 18 (3/4) (2015)
Salahedin Rehan, David Grace
Efficient Joint Operation of Advanced Radio Resource and Topology Management in Energy-Aware 5G Networks. VTC Fall (2015)
Salvatore Costanzo, Rudraksh Shrivastava, Dionysis Xenakis, Konstantinos Samdanis, David Grace, Lazaros F. Merakos
An SDN-based virtual cell framework for enhancing the QoE in TD-LTE pico cells. QoMEX (2015)
Konstantinos Samdanis, Rudraksh Shrivastava, Athul Prasad, Peter Rost, David Grace
Virtual Cells: Enhancing the Resource Allocation Efficiency for TD-LTE. VTC Fall (2014)
Nils Morozs, David Grace, Tim Clarke
Distributed Q-learning based dynamic spectrum access in high capacity density cognitive cellular systems using secondary LTE spectrum sharing. WPMC (2014)
Rudraksh Shrivastava, Salvatore Costanzo, Konstantinos Samdanis, Dionysis Xenakis, David Grace, Lazaros F. Merakos
An SDN-based framework for elastic resource sharing in integrated FDD/TDD LTE-A HetNets. CloudNet (2014)
Zhehan Li, David Grace, Paul D. Mitchell
Traffic perception based topology management for 5G green ultra-small cell networks. CCS (2014)
Jialu Lun, David Grace
Cognitive green backhaul deployments for future 5G networks. CCS (2014)
Nils Morozs, Tim Clarke, David Grace, Qiyang Zhao
Distributed Q-learning based dynamic spectrum management in cognitive cellular systems: Choosing the right learning rate. ISCC (2014)
Zhehan Li, David Grace, Paul D. Mitchell
Cell division, migration and death for energy efficient 5G ultra-small cell networks. GLOBECOM Workshops (2014)
Nizabat Khan, Tao Jiang, David Grace, Alister G. Burr, Claude Oestges
Performance Evaluation of Interference Bound Backhaul Links in High Capacity Wireless Networks. Wirel. Pers. Commun. 74 (4) (2014)
Kunyoung Lee, Paul D. Mitchell, David Grace
Energy Efficient Distributed Reservation Multiple Access with Adaptive Switching Requests for Wireless Networks. IEEE Trans. Wirel. Commun. 13 (1) (2014)
Yi Tang, David Grace, Lijie Wang
Spectrum Leasing and Relay Selection in Multiuser Cooperative Cognitive Radio Networks. J. Commun. 9 (3) (2014)
Qiyang Zhao, David Grace
Transfer Learning for QoS Aware Topology Management in Energy Efficient 5G Cognitive Radio Networks. 5GU (2014)
Qiyang Zhao, David Grace
Dynamic topology management in flexible aerial-terrestrial networks for public safety. CCS (2014)
Abimbola Fisusi, David Grace, Paul D. Mitchell
Energy efficient cluster-based resource allocation and topology management for beyond next generation mobile broadband networks. ICC Workshops (2013)
Abdulkarim Ayopo Oloyede, David Grace
Energy efficient soft real-time spectrum auction for dynamic spectrum access. ICT (2013)
Qiyang Zhao, David Grace
Agent transfer learning for cognitive resource management on multi-hop backhaul networks. Future Network & Mobile Summit (2013)
Xianfu Chen, Zhifeng Zhao, David Grace, Honggang Zhang
Reciprocal learning for cognitive medium access. WCNC (2013)
Eugene Perevalov, David Grace
Towards the full information chain theory: expected loss and information relevance CoRR (2013)
Nils Morozs, Tim Clarke, David Grace
A Novel Adaptive Call Admission Control Scheme for Distributed Reinforcement Learning Based Dynamic Spectrum Access in Cellular Networks. ISWCS (2013)
Eugene Perevalov, David Grace
Towards the full information chain theory: solution methods for optimal information acquisition problem CoRR (2013)
Salahedin Rehan, David Grace
Combined green resource and topology management for beyond next generation mobile broadband systems. ICNC (2013)
Abimbola Fisusi, David Grace, Paul D. Mitchell
Interference aware, energy efficient resource allocation for beyond next generation mobile networks. PIMRC (2013)
Selahattin Kosunalp, Paul D. Mitchell, David Grace, Tim Clarke
Practical Implementation Issues of Reinforcement Learning Based ALOHA for Wireless Sensor Networks. ISWCS (2013)

David Grace.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

David Grace