Projekteja vuodessa
Abstrakti
Numerous signal processing applications are emerging on mobile computing systems. These applications are subject to responsiveness constraints for user interactivity and, at the same time, must be optimized for energy efficiency. Many current embedded devices are composed of low-power multicore processors that offer a good trade-off between computational capacity and low power consumption. In this context, equalizers are widely used in multiple mobile-based applications such as “Music streaming” to adjust the levels of bass and treble in sound reproduction. In this study, we evaluate a graphic equalizer from audio, computational capacity, and energy efficiency perspectives, as well as the execution of multiple real-time equalizers running on an embedded quad-core processor of a mobile device. To this end, we experiment with the working frequencies as well as the parallelism that can be extracted from a quad-core ARM Cortex-A57. Results show that using high CPU frequencies and three or four cores, our parallel algorithm is able to equalize more than five channels per watt in real time with an audio buffer of 4096 samples, which implies a latency of 92.8 ms at the standard sample rate of 44.1 kHz.
Alkuperäiskieli | Englanti |
---|---|
Sivut | 15715-15729 |
Sivumäärä | 15 |
Julkaisu | JOURNAL OF SUPERCOMPUTING |
Vuosikerta | 78 |
Numero | 14 |
Varhainen verkossa julkaisun päivämäärä | 22 huhtik. 2022 |
DOI - pysyväislinkit | |
Tila | Julkaistu - syysk. 2022 |
OKM-julkaisutyyppi | A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä |
Sormenjälki
Sukella tutkimusaiheisiin 'Multicore implementation of a multichannel parallel graphic equalizer'. Ne muodostavat yhdessä ainutlaatuisen sormenjäljen.Projektit
- 1 Päättynyt
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NordicSMC: Nordic Sound and Music Computing Network
Välimäki, V. (Vastuullinen tutkija), Louise, B. (Projektin jäsen), Fagerström, J. (Projektin jäsen) & Prawda, K. (Projektin jäsen)
01/01/2018 → 31/12/2023
Projekti: Other external funding: Other foreign funding
Laitteet
Aktiviteetit
- 1 Isännöity akateeminen vierailu Aalto-yliopistossa
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Jose Antonio Belloch
Välimäki, V. (Host)
29 toukok. 2021 → 28 elok. 2021Aktiviteetti: Isännöity akateeminen vierailu Aalto-yliopistossa