Search Results - "Stupia, Ivan"

An Energy-Efficient Fine-Grained Deep Neural Network Partitioning Scheme for Wireless Collaborative Fog Computing by Kilcioglu, Emre, Mirghasemi, Hamed, Stupia, Ivan, Vandendorpe, Luc

“…Fog computing is a potential solution for heterogeneous resource-constrained mobile devices to collaboratively operate deep learning-driven applications at the…”
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A Relay-Assisted Communication Scheme for Collaborative On-Device CNN Execution Considering Hybrid Parallelism by Kilcioglu, Emre, Stupia, Ivan, Vandendorpe, Luc

“…Deep learning (DL) has gained increasing prominence in latency-critical artificial intelligence (AI) applications. Due to the intensive computational…”
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Leveraging User-Diversity in Energy-Efficient Edge-Facilitated Collaborative Fog Computing by Paris, Antoine, Mirghasemi, Hamed, Stupia, Ivan, Vandendorpe, Luc

“…With the increasing number of heterogeneous resource-constrained devices populating the current wireless ecosystem, enabling ubiquitous computing at the edge…”
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Real-Time CRLB Based Antenna Selection in Planar Antenna Arrays by Arash, Masoud, Stupia, Ivan, Vandendorpe, Luc

“…Estimation of User Terminals' (UTs') Angle of Arrival (AoA) plays a significant role in the next generation of wireless systems. Due to high demands, energy…”
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Energy Efficiency of Angle of Arrival estimation in Massive MIMO Systems by Arash, Masoud, Mirghasemi, Hamed, Stupia, Ivan, Vandendorpe, Luc

“…In the next generation of wireless systems, massive Multiple Input Multiple Output (MIMO) offers high angular resolution for localization. By virtue of large…”
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Best Response Dynamics Convergence for Generalized Nash Equilibrium Problems: An Opportunity for Autonomous Multiple Access Design in Federated Learning by Thiran, Guillaume, Stupia, Ivan, Vandendorpe, Luc

“…Federated learning (FL) is envisioned to be a key enabler of network functionalities based on artificial intelligence. Multiple access mechanisms supporting…”
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On the Effect of Blockage Objects in Dense MIMO SWIPT Networks by Akin, Ayse Ipek, Stupia, Ivan, Vandendorpe, Luc

“…Simultaneous wireless information and power transfer (SWIPT) is characterized by the ambiguous role of multi-user interference. In short, the beneficial effect…”
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Power Control in Networks With Heterogeneous Users: A Quasi-Variational Inequality Approach by Stupia, Ivan, Sanguinetti, Luca, Bacci, Giacomo, Vandendorpe, Luc

“…This paper deals with the power allocation problem in a multipoint-to-multipoint network, which is heterogenous in the sense that each transmit and receiver…”
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Outage Probability and Energy Efficiency of Cooperative MIMO with Antenna Selection by Brante, Glauber, Stupia, Ivan, Souza, Richard Demo, Vandendorpe, Luc

“…This paper compares the energy efficiency of some cooperative MIMO schemes in wireless networks. By energy efficiency we denote the spectral efficiency seen at…”
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Optimal resource allocation in ultra-low power fog-computing SWIPT-based networks by Janatian, Nafiseh, Stupia, Ivan, Vandendorpe, Luc

“…In this paper, we consider a fog computing system consisting of a multi-antenna access point (AP), an ultra-low power (ULP) single antenna device and a fog…”
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Technical and Ecological Limits of 2.45-GHz Wireless Power Transfer for Battery-Less Sensors by Gonzalez, Marco, Xu, Pengcheng, Dekimpe, Remi, Schramme, Maxime, Stupia, Ivan, Pirson, Thibault, Bol, David

“…Wireless power transfer (WPT) is a possible alternative to batteries for supplying smart sensors. It is often described as "greener" because it avoids the use…”
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Energy efficiency-rate multiobjective Game: Tradeoffs, scalarisation techniques and distributed implementation by Stupia, Ivan, Vandendorpe, Luc

“…Equilibrium problems with vector objective functions may arise whenever uncoordinated wireless devices have to consider multiple conflicting requirements. In…”
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Energy-Efficient Power Optimization in Heterogeneous Networks: A Quasi-Variational Inequality Approach by Stupia, Ivan, Sanguinetti, Luca, Bacci, Giacomo, Vandendorpe, Luc

“…—This work deals with the power allocation problem in a multipoint-to-multipoint network, which is heterogenous in the sense that each transmit and receiver…”
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Link Resource Adaptation for Multiantenna Bit-Interleaved Coded Multicarrier Systems by Stupia, I., Lottici, V., Giannetti, F., Vandendorpe, L.

“…The availability of flexible radio interfaces capable of adapting their configuration to the time-varying operating environment is the key response to the…”
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SWIPT-based Real-Time Mobile Computing Systems: A Stochastic Geometry Perspective by Akin, Ayse Ipek, Janatian, Nafiseh, Stupia, Ivan, Vandendorpe, Luc

“…In this paper, we propose the use of simultaneous wireless information and power transfer (SWIPT) to control distributed computation process while delivering…”
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Green BICM-OFDM based cooperative communications using bargaining game algorithm by Stupia, Ivan, Sacchi, Claudio, Vandendorpe, Luc

“…In this paper, a relay-based energy-efficient cooperative communication strategy is proposed, under the hypothesis that the relay transmits with power drawn…”
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Energy efficient precoder design for MIMO-OFDM with rate-dependent circuit power by Zijian Wang, Stupia, Ivan, Vandendorpe, Luc

“…This paper studies an energy efficient design of precoders for point-to-point multiple-input-multiple-output (MIMO) orthogonal frequency-division multiplexing…”
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Goodput-Based Link Resource Adaptation for Reliable Packet Transmissions in BIC-OFDM Cognitive Radio Networks by Andreotti, R., Stupia, I., Lottici, V., Giannetti, F., Vandendorpe, L.

“…Cognitive radio (CR) stands out as a potential cornerstone to break the spectrum gridlock through enabling the coexistence of licensed (primary) and unlicensed…”
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PAPR Analytical Characterization and Reduced-PAPR Code Allocation Strategy for MC-CDMA Transmissions by Giannetti, F, Lottici, V, Stupia, I

“…In this paper, an approximate analytical expression for the peak-to-average power ratio (PAPR) of a Multi-Carrier Code Division Multiple Access (MC-CDMA)…”
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Optimal precoder design for MIMO-OFDM: Understanding the role of power amplifiers and nonlinear distortion noise by Zijian Wang, Stupia, Ivan, Vandendorpe, Luc

“…This paper investigates the optimal design of multiple-input-multiple-output (MIMO) precoders for orthogonal frequency-division multiplexing (OFDM) systems in…”
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