Enhancing a Hearing Aid Processor with ISA Extensions Supporting Flexible Fixed-Point Formats

verfasst von

Jens Karrenbauer, Sven Schönewald, Simon Klein, Holger Blume

Abstract

As the number of individuals experiencing hearing problems rises, research in this area is increasing. In particular, algorithms for enhancing sound quality are becoming more advanced. However, the energy consumption of hearing aids is restricted to a few milliwatts. New hearing aid processors and hardware must be developed to tackle this issue. Therefore, this paper presents and evaluates custom hardware units for hearing aids suitable for flexible fixed-point formats. The units are added to the instruction set architecture (ISA) of a Tensilica Fusion G6. This is one of two high-level programmable application-specific instruction-set processors (ASIP) integrated into the Smart Hearing Aid Processor (SmartHeaP), a hearing aid system-on-chip (SoC) fabricated in 22nm fully depleted silicon on insulator (FD-SOI) technology. As many audio algorithms operate in the frequency domain, complex-domain units like a complex multiply-accumulate (CMAC) unit are introduced first. Additionally, coordinate rotation digital computer (CORDIC) operations have been added to speed up nonlinear functions such as logarithms, another function frequently used in hearing aid applications. The implemented extensions are integrated into a MATLAB fixed-point framework to simplify access to the ISA extensions for algorithm developers. It automatically generates fixed-point C code with direct access to the added instructions, reducing development time and complexity. Integrating the seven proposed instructions with corresponding register files increases the core area by 20% or 0.065 mm

²in a 22nm front-end synthesis. On the other hand, these extensions reduce the cycle count for two evaluated hearing aid algorithms, a beamformer and a loudness compensator, by 93% and 38%. A reduction of up to 84% is achieved for standalone mathematical functions, like logarithmic calculations. These performance improvements directly translate into power savings by allowing a reduced clock frequency.

Organisationseinheit(en)

Fachgebiet Architekturen und Systeme

Typ

Aufsatz in Konferenzband

Seiten

176-183

Anzahl der Seiten

Publikationsdatum

2024

Publikationsstatus

Veröffentlicht

Peer-reviewed

ASJC Scopus Sachgebiete

Hardware und Architektur, Computernetzwerke und -kommunikation

Ziele für nachhaltige Entwicklung

SDG 3 – Gute Gesundheit und Wohlergehen, SDG 7 – Erschwingliche und saubere Energie

Elektronische Version(en)

https://doi.org/10.1109/asap61560.2024.00044 (Zugang: Geschlossen)