Evolving Sequences for Beyond-5G Machine-Type Communications (SORT)
Lead Research Organisation:
University of Essex
Department Name: Computer Sci and Electronic Engineering
Abstract
Sequences with certain structural properties lie at the very heart of every communication/radar system design. For example, by sending a good signature sequence which is known to both transmitter and receiver, one is able to estimate the complex wireless channels, measure the surrounding environment, find the starting point of the delayed packets, and recover the data symbols from noise and interference. On the other hand, legacy sequence theory is drastically challenged by the ever-growing requirements of the modern machine-type communication systems. With tens of billions of communication devices, sensors, tablets, vehicles, and robots getting connected wirelessly, it is urgent to develop new sequences and their associated processing algorithms in order to enhance a number of key performance indicators, such as unprecedented system robustness, reduced communication latency, faster data rates, higher energy efficiency, and improved sensing capabilities.
The mission of the SORT project is thus for a fundamental rethinking, repurposing, and redesign of sequences to deliver "truly anytime and anywhere" machine-type communication services. Specifically, we target a dedicated sequence framework to enable 1) massive connectivity where every user can transmit immediately after the packet arrival; 2) ultra-reliable & low-latency communication for mission-critical data services and 3) integrated sensing and communication to attain enhanced environmental awareness. With the aid of advanced algebraic and optimization tools, we will design, analyse, and evaluate several new types of sequences whose structural properties are optimized with respect to the aforementioned application scenarios. For practicality-oriented research outcomes, proof-of-concept hardware prototyping will be carried out to examine the effectiveness of our new sequences and the resultant machine-type communication solutions.
As an international collaboration project, SORT will work with three world-leading researchers and their groups from Southwest Jiaotong University, Nanyang Technological University, and University of Bergen, as well as Samsung Cambridge in telecommunication. Given the interdisciplinary nature of the project, the complementary skills of the team members, as well as our novel sequence angle, ground-breaking research outcomes of SORT are anticipated. These will in turn influence the evolution of future mobile systems, accelerate the technology commercialization, create more high-salary jobs, and ultimately reinforce the UK's role as a global leader, academically and economically.
The mission of the SORT project is thus for a fundamental rethinking, repurposing, and redesign of sequences to deliver "truly anytime and anywhere" machine-type communication services. Specifically, we target a dedicated sequence framework to enable 1) massive connectivity where every user can transmit immediately after the packet arrival; 2) ultra-reliable & low-latency communication for mission-critical data services and 3) integrated sensing and communication to attain enhanced environmental awareness. With the aid of advanced algebraic and optimization tools, we will design, analyse, and evaluate several new types of sequences whose structural properties are optimized with respect to the aforementioned application scenarios. For practicality-oriented research outcomes, proof-of-concept hardware prototyping will be carried out to examine the effectiveness of our new sequences and the resultant machine-type communication solutions.
As an international collaboration project, SORT will work with three world-leading researchers and their groups from Southwest Jiaotong University, Nanyang Technological University, and University of Bergen, as well as Samsung Cambridge in telecommunication. Given the interdisciplinary nature of the project, the complementary skills of the team members, as well as our novel sequence angle, ground-breaking research outcomes of SORT are anticipated. These will in turn influence the evolution of future mobile systems, accelerate the technology commercialization, create more high-salary jobs, and ultimately reinforce the UK's role as a global leader, academically and economically.
People |
ORCID iD |
| Zilong Liu (Principal Investigator) |
Publications
Chaturvedi S
(2024)
Resource management for sum-rate maximization in SCMA-assisted UAV system
in Vehicular Communications
Gu Z
(2024)
Oversampled Low Ambiguity Zone Sequences for Channel Estimation over Doubly Selective Channels
in IEEE Transactions on Communications
Gui Y
(2025)
Codebook Design for SCMA-Assisted Visible Light Communication With Shot Noise
in IEEE Transactions on Vehicular Technology
Huang Z
(2025)
Cross Z-Complementary Sets With Flexible Lengths for Optimal Training Design in Spatial Modulation
in IEEE Transactions on Communications
Huang Z
(2024)
Enhanced Cross Z-Complementary Set and Its Application in Generalized Spatial Modulation
in IEEE Open Journal of the Communications Society
Kazakov P
(2025)
A Computer Search of New OBZCPs of Lengths up to 49
in IEEE Transactions on Aerospace and Electronic Systems
Li X
(2025)
Grid Evolution for Doubly Fractional Channel Estimation in OTFS Systems
in IEEE Transactions on Vehicular Technology
Liu H.
(2024)
BER Analysis of SCMA-OFDM Systems in the Presence of Carrier Frequency Offset
in IEEE Communications Letters
Peng X
(2024)
New Constructions of 2-D Golay Complementary Array Sets With Highly Flexible Array Sizes for Massive MIMO Omni-Directional Transmission
in IEEE Signal Processing Letters
Sarkar P
(2024)
New Correlation Bound and Construction of Quasi-Complementary Sequence Sets
in IEEE Transactions on Information Theory
| Description | Research collaboration with National Cheng Kung University, Taiwan |
| Organisation | National Cheng Kung University |
| Country | Taiwan, Province of China |
| Sector | Academic/University |
| PI Contribution | This collaboration was directly supported by the project "Training Sequence Design for Generalized Spatial Modulation Systems" funded by the Royal Society. Dr Liu guided several PhD students from National Cheng Kung University working on next generation sequences. Notably, Cheng-Yu Pai visited the PI (Dr Zilong Liu) in the University of Essex from June 2022 to June 2023 for one year under a financial support of the Taiwanese government. |
| Collaborator Contribution | The researchers from National Cheng Kung University have designed various families of training sequences using the tool of generalized Boolean function for generalized spatial modulation systems. These results have been published. |
| Impact | 1: Z.-M. Huang, C. Hu, Z. Liu, and C.-Y. Chen, "Cross Z-Complementary Sets with Flexible Lengths for Optimal Training Design in Spatial Modulation," IEEE Transactions on Communications, vol. 73, no. 1. pp. 132-144, Jan. 2025. 2: Z.-M. Huang, C.-Y. Pai, Z. Liu, and C.-Y. Chen, "Enhanced Cross Z-Complementary Set and Its Application in Generalized Spatial Modulation," IEEE Open Journal of the Communications Society, vol. 5, pp. 466-4690, Jun. 2024. 3: Z.-M. Huang, C. Hu, Z. Liu, C.-Y. Chen, "On the Mates of Cross Z-Complementary Pairs for Training Sequence Design in Generalized Spatial Modulation," IEEE Access, vol. 11, pp. 145231-14523, Dec. 2023. 4: Y.-Q. Zhao, C.-Y. Pai, Z.-M. Huang, Z. Liu, and C.-Y. Chen, "Two-Dimensional Golay Complementary Array Sets With Arbitrary Lengths for Omnidirectional MIMO Transmission," IEEE Transactions on Communications, vol. 72, no. 2, pp. 1135-1145, Feb. 2024. 5: Z.-M. Huang, C.-Y. Pai, Z. Liu, and C.-Y. Chen, "A New Construction of Enhanced Cross-Z-Complementary Sets with Maximum Zero Correlation Zone," in the 2024 IEEE International Symposium on Information Theory (ISIT), 7-12 July, 2024, Athens, Greece,. 6: C.-Y. Pai, Z. Liu, C. Li, and C.-Y. Chen, "Sparse Complementary Pairs with Additional Aperiodic ZCZ Property," in the 2023 IEEE International Symposium on Information Theory (ISIT), 25 June-30 June, 2023, Taipei, Taiwan. |
| Start Year | 2023 |
| Description | Invited talk at the University of East Anglia |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Postgraduate students |
| Results and Impact | 27 September 2024, "Waveform Design for Integrated Sensing and Communications (ISAC)," invited talk at the University of East Anglia, hosted by Dr Taoyang Wu. This talk attracted over 30 audience from UEA. |
| Year(s) Of Engagement Activity | 2024 |
| Description | Keynote Speech at the 2024 Future Communications and Networks (FCN'2024), Valletta, Malta |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Postgraduate students |
| Results and Impact | 18 November 2024, "Ambiguity Shaping for 6G Communications and Sensing," Distinguished Speech at the 2024 Future Communications and Networks (FCN'2024), Valletta, Malta. This talk attracted over 50 audience from across the world. |
| Year(s) Of Engagement Activity | 2024 |
| URL | http://www.future-forum.org.cn/en/fcn2024/Technical.html |
| Description | Keynote speech in ITCOM2024, Taiwan |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Postgraduate students |
| Results and Impact | 13 August 2024, "75 Years of Complementary Sequences," Keynote talk in ITCOM 2024 Fall, invited by Prof Chao-Yu Chen in National Cheng Kung University, Taiwan. This talk attracted over 50 audience from Taiwan. |
| Year(s) Of Engagement Activity | 2024 |
| URL | https://itcom2024fall.twisc.ncku.edu.tw/agenda. |
| Description | Seminar talk "Waveform Design for 6G Communications and Sensing" in IIT Delhi |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | International |
| Primary Audience | Postgraduate students |
| Results and Impact | 13 January 2025, "Waveform Design for 6G Communications and Sensing", invited talk in IIT Delhi, India, hosted by Dr Gourab Ghatak. This talk attracted about 30 attendees from academia and industry. |
| Year(s) Of Engagement Activity | 2025 |