activity
20162026
most citedArtificial Neural Network with Physical Dynamic Metasurface Layer for Optimal Sensing

143 citations · 949 across the 36 of their papers we have counts for

collaborators

41 papers

physics.app-ph2026

Upper Bounds on Efficiency of Pixel Antennas

Albert Salmi, Philipp del Hougne, Leo Lahti +1

This letter presents a method to compute fundamental bounds on the total efficiency of pixel antennas. Using semidefinite relaxation, we obtain an upper bound on the optimization p…

eess.SP2026

Möbius Reparametrization of Multiport-Network Models of PIN-Diode-Programmable Metasurfaces for Accurate Low-Order Neumann Approximations

Philipp del Hougne

Accurate models of programmable metasurfaces based on multiport-network theory (MNT) account for mutual coupling (MC) through a configuration-dependent matrix inversion. The latter…

eess.SP2026

Wave-Domain Semantic Equalization Using a Practical Dynamic Metasurface Antenna with Strong Mutual Coupling

Yassine Sghaier, Emilio Calvanese Strinati, Philipp del Hougne

Semantic mismatch between independently trained AI-native agents in heterogeneous networks can impair semantic communications. Hybrid analog-digital semantic equalization can align…

eess.SP2026

RIS-Aided Wireless Multiport Sensing: Multiplexed De-Embedding of an RIS-Programmable Over-the-Air Fixture

Philipp del Hougne

Wireless multiport sensing aims to remotely retrieve the scattering matrix of a multiport device under test (DUT) connected to not-directly-accessible (NDA) antennas, based on scat…

physics.app-ph2026

Bounds on Shaping Partially Coherent Microwaves with Programmable Scattering Systems

Philipp del Hougne

We derive bounds on manipulating partially coherent microwaves with programmable scattering systems. We first consider the concentration of power from a partially coherent input in…

eess.SP2026

Cross-Harmonic Ambiguity-Aligned Multiport Parameter Estimation for Time-Floquet RIS

Philipp del Hougne

A time-Floquet reconfigurable intelligent surface (TF-RIS) periodically modulates its elements within a signaling interval, enabling frequency conversion and additional degrees of…

eess.SP2026

Electromagnetic Bounds on Realizing Targeted MIMO Transfer Functions in Real-World Systems with Wave-Domain Programmability

Philipp del Hougne

A key question for most applications involving reconfigurable linear wave systems is how accurately a desired linear operator can be realized by configuring the system's tunable el…

physics.app-ph2025

Experimental Multiport-Network Parameter Estimation for a Dynamic Metasurface Antenna

Jean Tapie, Philipp del Hougne

Most use cases of reconfigurable antennas require an accurate forward model mapping configuration to radiated field (and reflections at feeds). Emerging dynamic metasurface antenna…

eess.SP2025

Effective Electromagnetic Degrees of Freedom in Backscatter MIMO Systems

Philipp del Hougne

While the definition of the effective electromagnetic degrees of freedom (EEMDOFs) of a static linear multiple-input multiple-output (MIMO) system is well established, the counterp…

physics.app-ph2025

Ambiguity-Aware Segmented Estimation of Mutual Coupling in Large RIS: Algorithm and Experimental Validation

Philipp del Hougne

Optimizing a real-life RIS-parametrized wireless channel with a physics-consistent multiport-network model necessitates prior remote estimation of the mutual coupling (MC) between…

physics.app-ph2025

Virtual VNA 3.1: Non-Coherent-Detection-Based Non-Reciprocal Scattering Matrix Estimation Leveraging a Tunable Load Network

Philipp del Hougne

We refine the recently introduced "Virtual VNA 3.0" technique to remove the need for coherent detection. The resulting "Virtual VNA 3.1" technique can unambiguously estimate the fu…

physics.app-ph2025

Virtual VNA 3.0: Unambiguous Scattering Matrix Estimation for Non-Reciprocal Systems by Leveraging Tunable and Coupled Loads

Philipp del Hougne

We present the "Virtual VNA 3.0" technique for estimating the scattering matrix of a \textit{non-reciprocal}, linear, passive, time-invariant device under test (DUT) with monom…

eess.SP2024

Physics-compliant diagonal representation of beyond-diagonal RIS

Philipp del Hougne

Physics-compliant models of RIS-parametrized channels assign a load-terminated port to each RIS element. For conventional diagonal RIS (D-RIS), each auxiliary port is terminated by…

physics.app-ph2024★ 2 cited

Virtual VNA: Minimal-Ambiguity Scattering Matrix Estimation with a Fixed Set of "Virtual" Load-Tunable Ports

Philipp del Hougne

We estimate the scattering matrix of an arbitrarily complex linear, passive, time-invariant system with monomodal lumped ports by inputting and outputting waves only via a fixe…

physics.optics2024

Optimal blind focusing on perturbation-inducing targets in sub-unitary complex media

Jérôme Sol, Luc Le Magoarou, Philipp del Hougne

The scattering of waves in a complex medium is perturbed by polarizability changes or motion of embedded targets. These perturbations could serve as perfectly non-invasive guidesta…

physics.app-ph2023★ 1 cited

Over-the-Air Emulation of Electronically Adjustable Rician MIMO Channels in a Programmable-Metasurface-Stirred Reverberation Chamber

Ismail Ahmed, Matthieu Davy, Hugo Prod'homme +2

We experimentally investigate the feasibility of evaluating multiple-input multiple-output (MIMO) radio equipment under adjustable Rician fading channel conditions in a programmabl…

physics.app-ph2023

Systematic Physics-Compliant Analysis of Over-the-Air Channel Equalization in RIS-Parametrized Wireless Networks-on-Chip

Jean Tapie, Hugo Prod'homme, Mohammadreza F. Imani +1

Wireless networks-on-chip (WNoCs) are an enticing complementary interconnect technology for multi-core chips but face severe resource constraints. Being limited to simple on-off-ke…

physics.app-ph2023★ 1 cited

Matrix approach for optimal spatio-temporal coherent control of wave scattering

Clément Ferise, Philipp del Hougne, Matthieu Davy

We present and experimentally verify a matrix approach for determining how to optimally sculpt an input wavefront both in space and time for any desired wave-control functionality,…

eess.SP2023★ 6 cited

Experimentally realized physical-model-based wave control in metasurface-programmable complex media

Jérôme Sol, Hugo Prod'homme, Luc Le Magoarou +1

The reconfigurability of radio environments with programmable metasurfaces is considered a key feature of next-generation wireless networks. Identifying suitable metasurface config…

cs.IT2023

Efficient Computation of Physics-Compliant Channel Realizations for (Rich-Scattering) RIS-Parametrized Radio Environments

Hugo Prod'homme, Philipp del Hougne

Physics-compliant channel models of RIS-parametrized radio environments require the inversion of an "interaction matrix" to capture the mutual coupling between wireless entities (t…

physics.class-ph2023★ 2 cited

Equireflectionality and customized unbalanced coherent perfect absorption in asymmetric waveguide networks

Malte Röntgen, Olivier Richoux, Georgios Theocharis +4

We explore the scattering of waves in designed asymmetric one-dimensional waveguide networks. We show that the reflection between two ports of an asymmetric network can be identica…

physics.app-ph2023

Covert Scattering Control in Metamaterials with Non-Locally Encoded Hidden Symmetry

Jérôme Sol, Malte Röntgen, Philipp del Hougne

Symmetries and tunability are of fundamental importance in wave scattering control, but symmetries are often obvious upon visual inspection which constitutes a significant vulnerab…

cs.LG2023★ 3 cited

Backpropagation-free Training of Deep Physical Neural Networks

Ali Momeni, Babak Rahmani, Matthieu Mallejac +2

Recent years have witnessed the outstanding success of deep learning in various fields such as vision and natural language processing. This success is largely indebted to the massi…

cs.IT2023

On the Tacit Linearity Assumption in Common Cascaded Models of RIS-Parametrized Wireless Channels

Antonin Rabault, Luc Le Magoarou, Jérôme Sol +4

We analytically derive from first physical principles the functional dependence of wireless channels on the RIS configuration for generic (i.e., potentially complex-scattering) RIS…