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- extended-abstractSeptember 2024
Stress DeTech-tion: Revolutionizing Wellbeing in Future Networks
GoodIT '24: Proceedings of the 2024 International Conference on Information Technology for Social GoodPages 114–117https://doi.org/10.1145/3677525.3678650As healthcare is becoming increasingly digitally connected, the use of wearable technologies for self-monitoring of overall health and mental well-being has become ubiquitous, bringing new challenges related to the data transmission and processing. This ...
- review-articleOctober 2024
Coarse-grained reconfigurable architectures for radio baseband processing: A survey
Journal of Systems Architecture: the EUROMICRO Journal (JOSA), Volume 154, Issue Chttps://doi.org/10.1016/j.sysarc.2024.103243AbstractEmerging communication technologies, such as 5G and beyond, have introduced diverse requirements that demand high performance and energy efficiency at all levels. Furthermore, the real-time requirements of different services vary significantly — ...
- review-articleJuly 2024
Adaptive approximate computing in edge AI and IoT applications: A review
- Hans Jakob Damsgaard,
- Antoine Grenier,
- Dewant Katare,
- Zain Taufique,
- Salar Shakibhamedan,
- Tiago Troccoli,
- Georgios Chatzitsompanis,
- Anil Kanduri,
- Aleksandr Ometov,
- Aaron Yi Ding,
- Nima Taherinejad,
- Georgios Karakonstantis,
- Roger Woods,
- Jari Nurmi
Journal of Systems Architecture: the EUROMICRO Journal (JOSA), Volume 150, Issue Chttps://doi.org/10.1016/j.sysarc.2024.103114AbstractRecent advancements in hardware and software systems have been driven by the deployment of emerging smart health and mobility applications. These developments have modernized the traditional approaches by replacing conventional computing systems ...
Highlights- A literature review on adaptive AxC techniques for Edge AI and IoT systems.
- A study on approximating autonomous driving, smart sensing, and positioning systems.
- A highlight of future research in adaptive AxC.
- opinionDecember 2023
Guest Editorial Selected Papers From IEEE Nordic Circuits and Systems Conference (NorCAS) 2022
IEEE Transactions on Very Large Scale Integration (VLSI) Systems (ITVL), Volume 32, Issue 1Pages 1–3https://doi.org/10.1109/TVLSI.2023.3339268This special section is composed of substantially extended handpicked papers from the IEEE Nordic Circuits and Systems Conference (NorCAS) 2022 that took place in October 2022 in Oslo, Norway.
- research-articleOctober 2023
Classification of freezing of gait using accelerometer data: A systematic performance evaluation approach
iWOAR '23: Proceedings of the 8th international Workshop on Sensor-Based Activity Recognition and Artificial IntelligenceArticle No.: 22, Pages 1–11https://doi.org/10.1145/3615834.3615836Parkinson’s disease is one of the most common neurodegenerative chronic diseases which can affect the patient’s quality of life by creating several motor and non-motor impairments. The freezing of gait is one such motor impairment which can cause the ...
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- review-articleSeptember 2023
Approximate computing in B5G and 6G wireless systems: A survey and future outlook
Computer Networks: The International Journal of Computer and Telecommunications Networking (CNTW), Volume 233, Issue Chttps://doi.org/10.1016/j.comnet.2023.109872AbstractAs modern 5G systems are being deployed, researchers question whether they are sufficient for the oncoming decades of technological evolution. Growing numbers of interconnected intelligent devices put these networks under tremendous pressure, ...
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Highlights- A literature survey on approximable algorithms for B5G and 6G systems.
- An overview of problem formulations, algorithms, and KPIs used in the literature.
- An identification of open research directions for using AxC in B5G and 6G ...
- research-articleAugust 2023
A Survey on Approximate Edge AI for Energy Efficient Autonomous Driving Services
IEEE Communications Surveys & Tutorials (IEEE_ICST), Volume 25, Issue 4Pages 2714–2754https://doi.org/10.1109/COMST.2023.3302474Autonomous driving services depends on active sensing from modules such as camera, LiDAR, radar, and communication units. Traditionally, these modules process the sensed data on high-performance computing units inside the vehicle, which can deploy ...
- research-articleJuly 2023
A Survey on Low-Power GNSS
IEEE Communications Surveys & Tutorials (IEEE_ICST), Volume 25, Issue 3Pages 1482–1509https://doi.org/10.1109/COMST.2023.3265841With the miniaturization of electronics, receivers are getting more and more embedded into devices with harsh energy constraints. This process has led to new signal processing challenges due to the limited processing power on battery-operated devices and ...
- research-articleMay 2023
EWOk: Towards Efficient Multidimensional Compression of Indoor Positioning Datasets
IEEE Transactions on Mobile Computing (ITMV), Volume 23, Issue 5Pages 3589–3604https://doi.org/10.1109/TMC.2023.3277333Indoor positioning performed directly at the end-user device ensures reliability in case the network connection fails but is limited by the size of the Received Signal Strength (RSS) radio map necessary to match the measured array to the device's ...
- surveyMarch 2023
Approximation Opportunities in Edge Computing Hardware: A Systematic Literature Review
ACM Computing Surveys (CSUR), Volume 55, Issue 12Article No.: 252, Pages 1–49https://doi.org/10.1145/3572772With the increasing popularity of the Internet of Things and massive Machine Type Communication technologies, the number of connected devices is rising. However, although enabling valuable effects to our lives, bandwidth and latency constraints challenge ...
- research-articleJanuary 2023
Fast Real-World Implementation of a Direction of Arrival Method for Constrained Embedded IoT Devices
IoT '22: Proceedings of the 12th International Conference on the Internet of ThingsPages 1–8https://doi.org/10.1145/3567445.3567446Direction of arrival (DOA) methods are found in many applications, and in the case of the Internet of Things (IoT), it is used for indoor localization. However, the implementation of DOA in IoT devices poses a real challenge, since they are ...
- research-articleMay 2022
Towards approximate computing for achieving energy vs. accuracy trade-offs
DATE '22: Proceedings of the 2022 Conference & Exhibition on Design, Automation & Test in EuropePages 632–635Despite the recent advances in semiconductor technology and energy-aware system design, the overall energy consumption of computing and communication systems is rapidly growing. On the one hand, the pervasiveness of these technologies everywhere in the ...
- research-articleMay 2021
When wearable technology meets computing in future networks: a road ahead
CF '21: Proceedings of the 18th ACM International Conference on Computing FrontiersPages 185–190https://doi.org/10.1145/3457388.3458614Rapid technology advancement, economic growth, and industrialization have paved the way for developing a new niche of small body-worn personal devices, gathered together under a wearable-technology title. The triggers stimulated by end-users interest ...
- research-articleFebruary 2020
A custom processor for protocol-independent packet parsing
Microprocessors & Microsystems (MSYS), Volume 72, Issue Chttps://doi.org/10.1016/j.micpro.2019.102910AbstractNetworking devices such as switches and routers have traditionally had fixed functionality. They have the logic for the union of network protocols matching the application and market segment for which they have been designed. Possibility of ...
- bookJuly 2018
Computing Platforms for Software-Defined Radio
This book addresses Software-Defined Radio (SDR) baseband processing from the computer architecture point of view, providing a detailed exploration of different computing platforms by classifying different approaches, highlighting the common features ...
- research-articleNovember 2017
Evaluation of a Heterogeneous Multicore Architecture by Design and Test of an OFDM Receiver
IEEE Transactions on Parallel and Distributed Systems (TPDS), Volume 28, Issue 11Pages 3171–3187https://doi.org/10.1109/TPDS.2017.2706691This paper presents an evaluation of a Heterogeneous Multicore Architecture (HMA) by implementing Orthogonal Frequency-Division Multiplexing (OFDM) receiver blocks as designs for the test of functionality. OFDM receiver consists of computationally ...
- research-articleJune 2017
HW/SW Co-design of an IEEE 802.11a/g Receiver on Xilinx Zynq SoC using High-Level Synthesis
HEART '17: Proceedings of the 8th International Symposium on Highly Efficient Accelerators and Reconfigurable TechnologiesArticle No.: 15, Pages 1–6https://doi.org/10.1145/3120895.3120908This paper presents an implementation of an Orthogonal Frequency-Division Multiplexing (OFDM) receiver using the high-level synthesis tool, from Xilinx called Software Defined System-on-Chip (SDSoC). The Zynq SoCs containing an ARM processor besides a ...
- articleJune 2017
Power Mitigation by Performance Equalization in a Heterogeneous Reconfigurable Multicore Architecture
Journal of Signal Processing Systems (JSPS), Volume 87, Issue 3Pages 287–297https://doi.org/10.1007/s11265-016-1142-5This paper presents an integrated self-aware computing model mitigating the power dissipation of a heterogeneous reconfigurable multicore architecture by dynamically scaling the operating frequency of each core. The power mitigation is achieved by ...
- research-articleMay 2017
FPGA Implementation Issues of a Flexible Synchronizer Suitable for NC-OFDM-Based Cognitive Radios
Journal of Systems Architecture: the EUROMICRO Journal (JOSA), Volume 76, Issue CPages 102–116https://doi.org/10.1016/j.sysarc.2016.11.006This paper presents a flexible timing synchronization scheme alongside the hardware implementation issues on an Altera Stratix-V Field Programmable Gate Array (FPGA) device. The core content of the synchronizer is based on Finite Impulse Response (FIR) ...