Published: 2024-07-01

Rancang Bangun Sistem Smart Trafic Light Deteksi Suara Sirine Kendaraan Darurat Metode DTW Studi Kasus: Sirine Pemadam Kebakaran

DOI: 10.35870/jtik.v8i3.2233

Jinoli Dyahayu Maharani, Eddy Nurraharjo
Issue Cover

Downloads

Article Metrics
Share:

Abstract

The progress of the times demands the active participation of all societal layers in the stream of technological advancements. This progress has given rise to the concept of a Smart City System. One manifestation of this smart city concept is the emergence of intelligent traffic light systems, often equipped with various sensors, including sound sensors. The use of sound sensors allows for the detection of emergency vehicle sirens. Among emergency vehicles, firefighting vehicles should be given the highest priority on the road. Based on this, the researchers developed a system using an Arduino UNO device. This system compares sirens' sounds with other noises and processes them to execute commands on the Arduino UNO. The utilization of the Mel-Frequency Cepstrum Coefficients (MFCC) and Dynamic Time Warping (DTW) algorithms as supporting decision-making components in the system has resulted in a recognition accuracy rate of 70%.

Keywords

DTW ; Siren Recognation ; Smart Trafic Light

Peer Review Process

This article has undergone a double-blind peer review process to ensure quality and impartiality.

Indexing Information

Discover where this journal is indexed at our indexing page to understand its reach and credibility.

Open Science Badges

This journal supports transparency in research and encourages authors to meet criteria for Open Science Badges by sharing data, materials, or preregistered studies.

How to Cite

Maharani, J. D., & Nurraharjo, E. (2024). Rancang Bangun Sistem Smart Trafic Light Deteksi Suara Sirine Kendaraan Darurat Metode DTW Studi Kasus: Sirine Pemadam Kebakaran. Jurnal JTIK (Jurnal Teknologi Informasi Dan Komunikasi), 8(3), 719-725. https://doi.org/10.35870/jtik.v8i3.2233
Article Information

This article has been peer-reviewed and published in the Jurnal JTIK (Jurnal Teknologi Informasi dan Komunikasi). The content is available under the terms of the Creative Commons Attribution 4.0 International License.

  • Issue: Vol. 8 No. 3 (2024)

  • Section: Computer & Communication Science

  • Published: %750 %e, %2024

AI Research Hub

This article is indexed and available through various AI-powered research tools and citation platforms. Our AI Research Hub ensures that scholarly work is discoverable, accessible, and easily integrated into the global research ecosystem. By leveraging artificial intelligence for indexing, recommendation, and citation analysis, we enhance the visibility and impact of published research.

Semantic Scholar Scite Dimensions Connected Papers
Scholarly Connection Platforms
Dimensions Dimensions Connected Papers Connected Papers Scite Scite Google Scholar Google Scholar Semantic Scholar Semantic Scholar Garuda Garuda Scilit Scilit Crossref Crossref BASE BASE Zenodo Zenodo Unpaywall Unpaywall OpenCitations OpenCitations
Author Biographies
Jinoli Dyahayu Maharani
Google Scholar ResearchGate ORCID

Program Studi Teknik Informatika, Fakultas Teknologi Informasi dan Industri, Universitas Stikubank, Kota Semarang, Provinsi Jawa Tengah, Indonesia.

Eddy Nurraharjo
Google Scholar ResearchGate ORCID

Program Studi Teknik Informatika, Fakultas Teknologi Informasi dan Industri, Universitas Stikubank, Kota Semarang, Provinsi Jawa Tengah, Indonesia.

References
  • Firman, F., & Rahmawati, R. (2023). Tata Kelola Smart City Dalam Perspektif Collaboratif Governance. The Indonesian Journal of Public Administration (IJPA), 9(1). DOI: https://doi.org/10.52447/ijpa.v9i1.6903.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Ardinata, R. P., Rahmat, H. K., Andres, F. S., & Waryono, W. (2022). Kepemimpinan transformasional sebagai solusi pengembangan konsep smart city menuju era society 5.0: sebuah kajian literatur [Transformational leadership as a solution for the development of the smart city concept in the society era: a literature review]. Al-Ihtiram: Multidisciplinary Journal of Counseling and Social Research, 1(1).
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Indonesia, P. R. (2009). Undang-undang Republik Indonesia nomor 22 tahun 2009 tentang lalu lintas dan angkutan jalan. Jakarta: Sekretariat Negara.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Pandoyo, C., Permana, A. G., & Ramadan, D. N. (2021). Perancangan Purwarupa Lampu Lalu Lintas Pintar Untuk Kendaraan Pemadam Kebakaran Menggunakan Internet Of Things. eProceedings of Applied Science, 7(1).
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Haq, A. S., Nasrun, M., Setianingsih, C., & Murti, M. A. (2020). Speech recognition implementation using MFCC and DTW algorithm for home automation. Proceeding of the electrical engineering computer science and informatics, 7(2), 78-85.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Vicky, V. O., & Syaripudin, A. (2022). Perancangan Sistem Informasi Absensi Pegawai Berbasis Web Dengan Metode Waterfall (Studi Kasus: Kantor Dbpr Tangerang Selatan). OKTAL: Jurnal Ilmu Komputer dan Sains, 1(01), 17-26.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Reski, M., & Budayawan, K. (2021). Smart Traffic Light Berbasis Arduino. Voteteknika (Vocational Teknik Elektronika dan Informatika), 9(3), 16-23. DOI : https://doi.org/10.24036/voteteknika.v9i3.112656.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • PERMANA, M. F. (2022). KLASIFIKASI SUARA SIRENE MENGGUNAKAN STFT (SHORT-TERM FOURIER TRANSFORM). Jurnal Ilmiah Sistem Informasi, 1(3), 54-68.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Windya, W. N. A. (2023, August). SISTEM PELAKSANAAN MITIGASI DINAS PEMADAM KEBAKARAN DAN PENYELAMATAN KABUPATEN SUMBAWA (MODEL KOMUNIKASI MAGUIRE & HAGAN): SUMBAWA DISTRICT FIRE AND RESCUE MITIGATION IMPLEMENTATION SYSTEM (MAGUIRE & HAGAN COMMUNICATION MODEL). In Proceeding Of Student Conference (Vol. 1, No. 5, pp. 417-432).
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Fauziah, F., Tritoasmoro, I. I., & Rizal, S. (2021). Sistem Keamanan Berbasis Pengenalan Suara Sebagai Pengakses Pintu Menggunakan Metode Mel Frequency Cepstral Coefficient (mfcc). eProceedings of Engineering, 8(6).
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Mahmood, A., & Köse, U. (2021). Speech recognition based on convolutional neural networks and MFCC algorithm. Advances in Artificial Intelligence Research, 1(1), 6-12.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Jadhav, S., Karpe, S., & Das, S. (2021). Sound classification using python. In ITM Web of Conferences (Vol. 40, p. 03024). EDP Sciences.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Novidianto, R., & Dani, A. T. R. (2020). Analisis klaster kasus aktif COVID-19 menurut provinsi di Indonesia berdasarkan data deret waktu. Jurnal Aplikasi Statistika & Komputasi Statistik, 12(2), 15-24. DOI: https://doi.org/10.34123/jurnalasks.v12i2.280.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Dinata, C., Puspitaningrum, D., & Erna, E. (2017). Implementasi Teknik Dynamic Time Warping (Dtw) Pada Aplikasi Speech To Text. Jurnal Teknik Informatika, 10(1), 49-58. DOI: https://doi.org/10.15408/jti.v10i1.6816.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
  • Permana, I. S., Indrawaty, Y., & Zulkarnain, A. (2018). Implementasi Metode Mfcc Dan Dtw Untuk Pengenalan Jenis Suara Pria Dan Wanita. MIND (Multimedia Artificial Intelligent Networking Database) Journal, 3(1), 61-76.
    Google Scholar Scite Semantic Scholar Scilit Crossref Connected Papers
License & Copyright
Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

Authors who publish with this journal agree to the following terms:

1. Copyright Retention and Open Access License

Authors retain copyright of their work and grant the journal non-exclusive right of first publication under the Creative Commons Attribution 4.0 International License (CC BY 4.0).

This license allows unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

2. Rights Granted Under CC BY 4.0

Under this license, readers are free to:

  • Share — copy and redistribute the material in any medium or format
  • Adapt — remix, transform, and build upon the material for any purpose, including commercial use
  • No additional restrictions — the licensor cannot revoke these freedoms as long as license terms are followed

3. Attribution Requirements

All uses must include:

  • Proper citation of the original work
  • Link to the Creative Commons license
  • Indication if changes were made to the original work
  • No suggestion that the licensor endorses the user or their use

4. Additional Distribution Rights

Authors may:

  • Deposit the published version in institutional repositories
  • Share through academic social networks
  • Include in books, monographs, or other publications
  • Post on personal or institutional websites

Requirement: All additional distributions must maintain the CC BY 4.0 license and proper attribution.

5. Self-Archiving and Pre-Print Sharing

Authors are encouraged to:

  • Share pre-prints and post-prints online
  • Deposit in subject-specific repositories (e.g., arXiv, bioRxiv)
  • Engage in scholarly communication throughout the publication process

6. Open Access Commitment

This journal provides immediate open access to all content, supporting the global exchange of knowledge without financial, legal, or technical barriers.

Downloads

Similar Articles

You may also start an advanced similarity search for this article.

Most read articles by the same author(s)