activity
20172026
most citedTinyML: Tools, Applications, Challenges, and Future Research Directions

109 citations · 271 across the 25 of their papers we have counts for

collaborators

27 papers

eess.SY2026

Adaptive Contention-based Random Access for Uplink Reporting in 3GPP Ambient IoT Networks

David E. Ruiz-Guirola, Samer Nasser, Bikramjit Singh +6

Ambient Internet of Things (A-IoT) targets energy harvesting (EH), battery-less devices as a simple connectivity solution for extensive ultra-low-power deployments. These devices t…

eess.SY2026

Sequential Monte Carlo for Resilient Networks: Assessment, Mitigation, and Generative Modeling

Onel L. A. López, Amirhossein Azarbahram

Resilience is becoming crucial for future wireless networks, which must withstand, adapt to, and recover from rare but potentially cascading disruptions. This paper develops a sequ…

cs.NI2026

Dependable Connectivity for Industrial Wireless Communication Networks

Nurul Huda Mahmood, Onel L. A. Lopez, David Ruiz-Guirola +3

Dependability - a system's ability to consistently provide reliable services by ensuring safety and maintainability in the face of internal or external disruptions - is a fundament…

eess.SY2025★ 1 cited

MDP-based Energy-aware Task Scheduling for Battery-less IoT

Shahab Jahanbazi, Mateen Ashraf, Onel L. A. López

Battery-less Internet of Things (IoT) devices rely on ambient energy harvesting and therefore require scheduling policies that jointly account for energy intermittency and hard tim…

eess.SP2025

Wireless Energy Transfer Beamforming Optimization for Intelligent Transmitting Surface

Osmel Martínez Rosabal, Onel Alcaraz López, Victoria Dala Pegorara Souto +4

Radio frequency (RF) wireless energy transfer (WET) is a promising technology for powering the growing ecosystem of Internet of Things (IoT) using power beacons (PBs). Recent resea…

eess.SP2024★ 1 cited

End-to-End Waveform and Beamforming Optimization for RF Wireless Power Transfer

Abdul Basit Khattak, Onel L. A. López, Amirhossein Azarbahram +2

Radio frequency (RF) wireless power transfer (WPT) is a key technology for future low-power wireless systems. However, the inherently low end-to-end power transfer efficiency (PTE)…

eess.SY2024★ 3 cited

Cell Balancing for the Transportation Sector: Techniques, Challenges, and Future Research Directions

Anupama R Itagi, Rakhee Kallimani, Krishna Pai +2

Efficient and reliable energy systems are key to progress of society. High performance batteries are essential for widely used technologies like Electric Vehicles (EVs) and portabl…

cs.NI2024

EVT-enriched Radio Maps for URLLC

Dian Echevarría Pérez, Onel L. Alcaraz López, Hirley Alves

This paper introduces a sophisticated and adaptable framework combining extreme value theory with radio maps to spatially model extreme channel conditions accurately. Utilising exi…

cs.NI2023★ 5 cited

High-Power and Safe RF Wireless Charging: Cautious Deployment and Operation

Onel L. A. López, Osmel M. Rosabal, Amirhossein Azarbahram +5

The wired charging and the need for battery replacements are critical barriers to unlimited, scalable, and sustainable mobile connectivity, motivating the interest in radio frequen…

eess.SP2023★ 5 cited

Energy-Efficient Analog Beamforming for RF-WET with Charging Time Constraint

Osmel Martínez Rosabal, Onel L. Alcaraz López, Hirley Alves

Internet of Things (IoT) sustainability may hinge on radio frequency wireless energy transfer (RF-WET). However, energy-efficient charging strategies are still needed, motivating o…

eess.SP2023★ 9 cited

Energy-Aware Federated Learning with Distributed User Sampling and Multichannel ALOHA

Rafael Valente da Silva, Onel L. Alcaraz López, Richard Demo Souza

Distributed learning on edge devices has attracted increased attention with the advent of federated learning (FL). Notably, edge devices often have limited battery and heterogeneou…

cs.NI2023

Extreme Value Theory-based Robust Minimum-Power Precoding for URLLC

Dian Echevarría Pérez, Onel L. Alcaraz López, Hirley Alves

Channel state information (CSI) is crucial for achieving ultra-reliable low-latency communication (URLLC) in wireless networks. The main associated problems are the CSI acquisition…

eess.SP2023★ 1 cited

Waveform Optimization and Beam Focusing for Near-field Wireless Power Transfer with Dynamic Metasurface Antennas and Non-linear Energy Harvesters

Amirhossein Azarbahram, Onel L. A. López, Matti Latva-Aho

Radio frequency (RF) wireless power transfer (WPT) is a promising technology for future wireless systems. However, the low power transfer efficiency (PTE) is a critical challenge f…

cs.NI2023★ 1 cited

Sustainable RF Wireless Energy Transfer for Massive IoT: enablers and challenges

Osmel Martínez Rosabal, Onel L. Alcaraz López, Hirley Alves +1

Reliable energy supply remains a crucial challenge in the Internet of Things (IoT). Although relying on batteries is cost-effective for a few devices, it is neither a scalable nor…

cs.LG2023★ 109 cited

TinyML: Tools, Applications, Challenges, and Future Research Directions

Rakhee Kallimani, Krishna Pai, Prasoon Raghuwanshi +2

In recent years, Artificial Intelligence (AI) and Machine learning (ML) have gained significant interest from both, industry and academia. Notably, conventional ML techniques requi…

stat.ME2023

Fitting the Distribution of Linear Combinations of t-Variables with more than 2 Degrees of Freedom

Onel L. Alcaraz López, Evelio M. G. Fernández, Matti Latva-aho

The linear combination of Student's random variables (RVs) appears in many statistical applications. Unfortunately, the Student's distribution is not closed under convoluti…

cs.NI2022★ 26 cited

Statistical Tools and Methodologies for Ultrareliable Low-Latency Communications -- A Tutorial

Onel López, Nurul Mahmood, Mohammad Shehab +4

Ultra-reliable low-latency communication (URLLC) constitutes a key service class of the fifth generation and beyond cellular networks. Notably, designing and supporting URLLC poses…

cs.IT2022★ 1 cited

Polarization Diversity-enabled LOS/NLOS Identification via Carrier Phase Measurements

Onel L. A. López, Dileep Kumar, Antti Tölli

The provision of accurate localization is an increasingly important feature of wireless networks. To this end, a reliable distinction between line-of-sight (LOS) and non-LOS (NLOS)…

eess.SP2021★ 16 cited

Latency-Aware Multi-antenna SWIPT System with Battery-Constrained Receivers

Dileep Kumar, Onel L. Alcaraz López, Satya Krishna Joshi +1

Power splitting (PS) based simultaneous wireless information and power transfer (SWIPT) is considered in a multi-user multiple-input-single-output broadcast scenario. Specifically,…

cs.NI2021

Self-energy recycling for low-power reliable networks: Half-duplex or Full-duplex?

Dian Echevarría Pérez, Onel L. Alcaraz López, Hirley Alves +1

Self-energy recycling (sER), which allows transmit energy re-utilization, has emerged as a viable option for improving the energy efficiency (EE) in low-power Internet of Things ne…

eess.SP2021★ 19 cited

Massive Wireless Energy Transfer with Statistical CSI Beamforming

Francisco A. Monteiro, Onel L. A. López, Hirley Alves

Wireless energy transfer (WET) is a promising solution to enable massive machine-type communications (mMTC) with low-complexity and low-powered wireless devices. Given the energy r…

cs.IT2021★ 50 cited

Massive MIMO with Radio Stripes for Indoor Wireless Energy Transfer

Onel L. A. López, Dileep Kumar, Richard Demo Souza +3

Radio frequency wireless energy transfer (WET) is a promising solution for powering autonomous Internet of Things (IoT) deployments. In this work, we leverage energy beamforming fo…

cs.IT2019

Rate Control for Wireless-Powered Communication Network with Reliability and Delay Constraints

Onel L. Alcaraz López, Hirley Alves, Richard Demo Souza +2

We consider a two-phase Wireless-Powered Communication Network under Nakagami-m fading, where a wireless energy transfer process first powers a sensor node that then uses such ener…

eess.SP2019★ 21 cited

Optimum LoRaWAN Configuration Under Wi-SUN Interference

Arliones Hoeller-Jr., Richard Demo Souza, Hirley Alves +3

Smart Utility Networks (SUN) rely on the Wireless-SUN (Wi-SUN) specification for years. Recently practitioners and researchers have considered Low-Power Wide-Area Networks (LPWAN)…