Markus Leinonen

Orcid: 0000-0002-5639-3144

According to our database1, Markus Leinonen authored at least 72 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Hierarchical MTC User Activity Detection and Channel Estimation With Unknown Spatial Covariance.
IEEE Trans. Wirel. Commun., October, 2024

Minimizing the AoI in Resource-Constrained Multi-Source Relaying Systems: Dynamic and Learning-Based Scheduling.
IEEE Trans. Wirel. Commun., January, 2024

Multi-Source AoI-Constrained Resource Minimization Under HARQ: Heterogeneous Sampling Processes.
IEEE Trans. Veh. Technol., January, 2024

2023
Status Update Control and Analysis Under Two-Way Delay.
IEEE/ACM Trans. Netw., December, 2023

AoI analysis and optimization in systems with computations-intensive updates.
J. Commun. Networks, October, 2023

Query-Age-Optimal Scheduling Under Sampling and Transmission Constraints.
IEEE Commun. Lett., April, 2023

Joint Coherent and Non-Coherent Detection and Decoding Techniques for Heterogeneous Networks.
IEEE Trans. Wirel. Commun., March, 2023

Status Updating under Partial Battery Knowledge in Energy Harvesting IoT Networks.
CoRR, 2023

AoI-Constrained Transmission Scheduling with HARQ and Heterogeneous Sampling Processes.
Proceedings of the IEEE INFOCOM 2023, 2023

Joint Estimation of Clustered user Activity and Correlated Channels with Unknown Covariance in mMTC.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Spatial Correlation Aware Compressed Sensing for User Activity Detection and Channel Estimation in Massive MTC.
IEEE Trans. Wirel. Commun., 2022

Block-Sparse Signal Recovery via General Total Variation Regularized Sparse Bayesian Learning.
IEEE Trans. Signal Process., 2022

Power Minimization for Age of Information Constrained Dynamic Control in Wireless Sensor Networks.
IEEE Trans. Commun., 2022

Moment Generating Function of Age of Information in Multisource M/G/1/1 Queueing Systems.
IEEE Trans. Commun., 2022

On-Demand AoI Minimization in Resource-Constrained Cache-Enabled IoT Networks With Energy Harvesting Sensors.
IEEE Trans. Commun., 2022

Channel Charting Aided Pilot Reuse for Massive MIMO Systems With Spatially Correlated Channels.
IEEE Open J. Commun. Soc., 2022

On the Age-Optimality of Relax-then-Truncate Approach under Partial Battery Knowledge in Energy Harvesting IoT Networks.
CoRR, 2022

Moment Generating Function of Age of Information in Multi-Source M/G/1/1 Queueing Systems.
CoRR, 2022

Minimizing the AoI in Multi-Source Two-Hop Systems under an Average Resource Constraint.
Proceedings of the 23rd IEEE International Workshop on Signal Processing Advances in Wireless Communication, 2022

Channel Charting Aided Pilot Allocation in Multi-Cell Massive MIMO mMTC Networks.
Proceedings of the 23rd IEEE International Workshop on Signal Processing Advances in Wireless Communication, 2022

Status Updating with an Energy Harvesting Sensor under Partial Battery Knowledge.
Proceedings of the 23rd IEEE International Workshop on Signal Processing Advances in Wireless Communication, 2022

AoI in Source-Aware Preemptive M/G/1/1 Queueing Systems: Moment Generating Function.
Proceedings of the IEEE International Symposium on Information Theory, 2022

Asymptotically Optimal On-Demand AoI Minimization in Energy Harvesting IoT Networks.
Proceedings of the IEEE International Symposium on Information Theory, 2022

Average AoI Minimization in an HARQ-based Status Update System under Random Arrivals.
Proceedings of the IEEE International Conference on Internet of Things and Intelligence Systems, 2022

2021
Moment Generating Function of the AoI in a Two-Source System With Packet Management.
IEEE Wirel. Commun. Lett., 2021

Joint User Identification and Channel Estimation via Exploiting Spatial Channel Covariance in mMTC.
IEEE Wirel. Commun. Lett., 2021

Average AoI in Multi-Source Systems With Source-Aware Packet Management.
IEEE Trans. Commun., 2021

AoI Minimization in Status Update Control With Energy Harvesting Sensors.
IEEE Trans. Commun., 2021

Minimizing Average On-Demand AoI in an IoT Network with Energy Harvesting Sensors.
Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

Exploiting Spatial Correlation for Pilot Reuse in Single-Cell mMTC.
Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021

Moment Generating Function of the AoI in Multi-Source Systems with Computation-Intensive Status Updates.
Proceedings of the IEEE Information Theory Workshop, 2021

Source-Aware Packet Management for Computation-Intensive Status Updating: MGF of the AoI.
Proceedings of the 17th International Symposium on Wireless Communication Systems, 2021

General Total Variation Regularized Sparse Bayesian Learning for Robust Block-Sparse Signal Recovery.
Proceedings of the IEEE International Conference on Acoustics, 2021

Iterative Reweighted Algorithms for Joint User Identification and Channel Estimation in Spatially Correlated Massive MTC.
Proceedings of the IEEE International Conference on Acoustics, 2021

Minimizing AoI in Resource-Constrained Multi-Source Relaying Systems with Stochastic Arrivals.
Proceedings of the IEEE Global Communications Conference, 2021

User Activity Detection and Channel Estimation of Spatially Correlated Channels via AMP in Massive MTC.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020
Worst Case Age of Information in Wireless Sensor Networks: A Multi-Access Channel.
IEEE Wirel. Commun. Lett., 2020

On the Age of Information in Multi-Source Queueing Models.
IEEE Trans. Commun., 2020

Low-Complexity Vector Quantized Compressed Sensing via Deep Neural Networks.
IEEE Open J. Commun. Soc., 2020

Moment Generating Function of the AoI in Multi-Source Systems With Packet Management.
CoRR, 2020

Channel Estimation for RIS-Aided mmWave MIMO Channels.
CoRR, 2020

Average Age of Information for a Multi-Source M/M/1 Queueing Model with Packet Management and Self-Preemption in Service.
Proceedings of the 18th International Symposium on Modeling and Optimization in Mobile, 2020

An Exact Expression for the Average AoI in a Multi-Source M/M/1 Queueing Model.
Proceedings of the 31st IEEE Annual International Symposium on Personal, 2020

Age-Aware Status Update Control for Energy Harvesting IoT Sensors via Reinforcement Learning.
Proceedings of the 31st IEEE Annual International Symposium on Personal, 2020

Average Age of Information for a Multi-Source M/M/1 Queueing Model With Packet Management.
Proceedings of the IEEE International Symposium on Information Theory, 2020

Average Age of Information in a Multi-Source M/M/1 Queueing Model with LCFS Prioritized Packet Management.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Channel Charting for Pilot Reuse in mMTC with Spatially Correlated MIMO Channels.
Proceedings of the IEEE Globecom Workshops, 2020

Channel Estimation for RIS-Aided mmWave MIMO Systems.
Proceedings of the IEEE Global Communications Conference, 2020

An Approximate Expression for the Average AoI in a Multi-Source M/G/1 Queueing Model.
Proceedings of the 2nd 6G Wireless Summit, 2020

Quantized Compressed Sensing via Deep Neural Networks.
Proceedings of the 2nd 6G Wireless Summit, 2020

2019
Compressed Sensing with Applications in Wireless Networks.
Found. Trends Signal Process., 2019

Closed-Form Expression for the Average Age of Information in a Multi-Source M/G/1 Queueing Model.
Proceedings of the 2019 IEEE Information Theory Workshop, 2019

Worst Case Analysis of Age of Information in a Shared-Access Channel.
Proceedings of the 16th International Symposium on Wireless Communication Systems, 2019

Power Allocation for Distributed Compressive Sensing with 1-Bit Quantization over Noisy Channels.
Proceedings of the 16th International Symposium on Wireless Communication Systems, 2019

Practical Compression Methods for Quantized Compressed Sensing.
Proceedings of the IEEE INFOCOM 2019, 2019

Signal Reconstruction Performance Under Quantized Noisy Compressed Sensing.
Proceedings of the Data Compression Conference, 2019

Power Minimization in Wireless Sensor Networks With Constrained AoI Using Stochastic Optimization.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

Online Caching Policy with User Preferences and Time-Dependent Requests: A Reinforcement Learning Approach.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018
Distributed compressed data gathering in wireless sensor networks.
PhD thesis, 2018

Rate-Distortion Performance of Lossy Compressed Sensing of Sparse Sources.
IEEE Trans. Commun., 2018

Distributed Distortion-Rate Optimized Compressed Sensing in Wireless Sensor Networks.
IEEE Trans. Commun., 2018

2016
Distributed variable-rate quantized compressed sensing in wireless sensor networks.
Proceedings of the 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2016

Rate-distortion lower bound for compressed sensing via conditional remote source coding.
Proceedings of the 2016 IEEE Information Theory Workshop, 2016

2015
Sequential Compressed Sensing With Progressive Signal Reconstruction in Wireless Sensor Networks.
IEEE Trans. Wirel. Commun., 2015

Channel-robust compressed sensing via vector pre-quantization in wireless sensor networks.
Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

2014
Compressed acquisition and progressive reconstruction of multi-dimensional correlated data in wireless sensor networks.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Distributed Joint Resource and Routing Optimization in Wireless Sensor Networks via Alternating Direction Method of Multipliers.
IEEE Trans. Wirel. Commun., 2013

Distributed correlated data gathering in wireless sensor networks via compressed sensing.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012
User Experiences of Mobile Controlled Games for Activation, Rehabilitation and Recreation of Elderly and Physically Impaired.
Proceedings of the pHealth 2012, 2012

Consensus based distributed joint power and routing optimization in wireless sensor networks.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

Distributed consensus based joint resource and routing optimization in wireless sensor networks.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011
Distributed power and routing optimization in single-sink data gathering wireless sensor networks.
Proceedings of the 19th European Signal Processing Conference, 2011


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