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Virtual Agent for Real-Time Motivational Interviewing by Integrating Adaptive Nonverbal Behavior and Language Models

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MIMO-enhanced talkative power conversion: a perspective.

Peter A Hoeher¹, Yang Leng², Rongwu Zhu³

¹Faculty of Engineering, Kiel University, 24143, Kiel, Schleswig-Holstein, Germany.

Communications Engineering

|July 10, 2026

Summary

This study introduces Multiple-Input Multiple-Output Talkative Power Conversion (MIMO-TPC), integrating data modulation into power conversion. MIMO-TPC enhances data transfer capabilities by utilizing coordinated switching patterns in power electronic converters.

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Area of Science:

Electrical Engineering
Power Electronics
Information Theory

Background:

Simultaneous information and power transfer is achieved through Talkative Power Conversion (TPC).
Existing TPC frameworks lack advanced data handling capabilities for complex systems.

Purpose of the Study:

To generalize the TPC framework by incorporating Multiple-Input Multiple-Output (MIMO) processing, creating MIMO-TPC.
To explore the potential of MIMO-TPC in enhancing data modulation and transfer efficiency within power electronic converters.

Main Methods:

Investigated power electronic converters with multiple switching units and coordinated/uncoordinated data-dependent switching patterns.
Analyzed various power converter topologies suitable for MIMO-TPC, including H-bridge DC/DC converters, multi-phase converters, and multi-level converters.
Characterized switched-mode converter classes based on elementary building blocks and combinations.

Main Results:

Demonstrated that MIMO-TPC increases the degrees of freedom for data modulation.
Identified several power converter topologies compatible with the MIMO-TPC framework.
Elaborated on the advantages and potential applications of MIMO-TPC.

Conclusions:

MIMO-TPC offers a novel approach to simultaneous information and power transfer with enhanced data modulation capabilities.
The study provides a foundation for future research into advanced power electronic systems for integrated data and power transfer.
Further research is needed to address open challenges and fully realize the potential of MIMO-TPC.