Subtopic Deep Dive
Quality of Service in IoT Networks
Research Guide
What is Quality of Service in IoT Networks?
Quality of Service (QoS) in IoT networks refers to the set of performance metrics including latency, packet loss, bandwidth, and reliability that ensure reliable data transmission in resource-constrained IoT deployments for control systems.
Researchers evaluate QoS parameters through simulations and empirical tests in IoT environments like agriculture and remote monitoring. Key studies focus on LoRaWAN, WSN, and MQTT protocols to optimize control system performance (Puput Dani Prasetyo Adi et al., 2022, 27 citations; Setiyo Budiyanto et al., 2021, 13 citations). Over 10 papers from 2018-2024 analyze these metrics in Indonesian IoT applications.
Why It Matters
QoS guarantees timely data delivery in IoT control systems for irrigation (Puput Dani Prasetyo Adi et al., 2022) and health monitoring (Setiyo Budiyanto et al., 2021), preventing failures in mission-critical industrial settings. In greenhouses, fuzzy PID control over IoT networks maintains stable conditions (Andi Riansyah et al., 2021). SD-WAN failover improves connectivity in remote sites (Lukman Medriavin Silalahi et al., 2024), enabling reliable automation in agriculture and energy monitoring.
Key Research Challenges
Latency in Constrained Networks
IoT devices face high latency due to low-power protocols like LoRaWAN in long-range deployments (Puput Dani Prasetyo Adi et al., 2022). This delays control signals in real-time systems. Simulations show trade-offs between range and response time.
Packet Loss in Unreliable Links
Wireless interference causes packet loss in WSN star topologies for monitoring (Setiyo Budiyanto et al., 2021). Empirical tests reveal impacts on data accuracy in greenhouses (Andi Riansyah et al., 2021). Redundancy mechanisms increase overhead.
Bandwidth Optimization for IoT
Limited bandwidth strains MQTT over HTTP in cloud-IoT setups (Claudia Felicia Permatasari and Harry Dhika, 2018). SD-WAN BGP routing addresses failover but requires optimization (Lukman Medriavin Silalahi et al., 2024). Resource constraints limit scalability.
Essential Papers
LoRaWAN Technology in Irrigation Channels in Batu Indonesia
Puput Dani Prasetyo Adi, Akio Kitagawa, Dwi Arman Prasetya et al. · 2022 · Jurnal Ilmiah Teknik Elektro Komputer dan Informatika · 27 citations
Currently, agricultural technology or Farming development is increasingly sophisticated by applying LoRaWAN-based IoT technology, ignoring quality agricultural products. LoRaWAN used in this resear...
Design and monitoring body temperature and heart rate in humans based on WSN using star topology
Setiyo Budiyanto, Freddy Artadima Silaban, Lukman Medriavin Silalahi et al. · 2021 · Indonesian Journal of Electrical Engineering and Computer Science · 13 citations
<span><span>Electronic health (E-health) uses information and communication technology including electronics, telecommunications, computers, and informatics to process various types of ...
Applying fuzzy proportional integral derivative on Internet of things for figs greenhouse
Andi Riansyah, Sri Mulyono, M. Roichani · 2021 · IAES International Journal of Artificial Intelligence · 11 citations
Indonesia is an agrarian country where most of population work as farmers. Various planting media have been developed in Indonesia such as using greenhouses. Greenhouse is one of very promising pla...
Implementation of auto failover on SD-WAN technology with BGP routing method on Fortigate routers at XYZ company
Lukman Medriavin Silalahi, Vahira Amaada, Setiyo Budiyanto et al. · 2024 · International Journal of Electronics and Telecommunications · 10 citations
The current technological development is SD-WAN (Software-Defined Wide Area Network) which provides highperformance access for users located far from the head office so as to allow faster network c...
Monitoring Ruangan Berbasis Internet of Things Menggunakan Thingsboard dan Blynk
Yudi Eko Windarto, Bryan Monang Wiener Samosir, Muhammad Richie Assariy · 2020 · Walisongo Journal of Information Technology · 10 citations
<p><em>Technology designed to facilitate humans in a variety of work. A very popular technology today is the Internet of Things. The application of Internet of Things technology is wide...
Optimasi Jalur Transfer Data dari HTTP menjadi MQTT pada IoT menggunakan Cloud Services
Claudia Felicia Permatasari, Harry Dhika · 2018 · JISA(Jurnal Informatika dan Sains) · 8 citations
At this time, in the era of technological development and information that incresingly very fast, introduced smart device systems that can help any stuff and conditions of human work, this technolo...
Design of network monitoring system based on LibreNMS using Line Notify, Telegram, and Email notification
Nurwan Reza Fachrurrozi, Andri Agustav Wirabudi, Seandy Arandiant Rozano · 2023 · SINERGI · 8 citations
Institut Teknologi Telkom Jakarta (IT Telkom Jakarta) is an educational institution that supports student activities and provides internet capabilities to implement online learning systems. As the ...
Reading Guide
Foundational Papers
No foundational pre-2015 papers available; start with highest-cited recent work: Puput Dani Prasetyo Adi et al. (2022) for LoRaWAN QoS baselines in IoT control.
Recent Advances
Study Puput Dani Prasetyo Adi et al. (2022), Setiyo Budiyanto et al. (2021), and Lukman Medriavin Silalahi et al. (2024) for advances in wireless monitoring and SD-WAN.
Core Methods
Core methods: LoRaWAN simulations (Puput Dani Prasetyo Adi et al., 2022), WSN star topology testing (Setiyo Budiyanto et al., 2021), MQTT optimization (Claudia Felicia Permatasari and Harry Dhika, 2018), and BGP failover (Lukman Medriavin Silalahi et al., 2024).
How PapersFlow Helps You Research Quality of Service in IoT Networks
Discover & Search
Research Agent uses searchPapers to find QoS studies like 'LoRaWAN Technology in Irrigation Channels' (Puput Dani Prasetyo Adi et al., 2022), citationGraph to trace influences from WSN papers, and exaSearch for Indonesian IoT deployments. findSimilarPapers expands to related MQTT and SD-WAN works.
Analyze & Verify
Analysis Agent applies readPaperContent to extract latency metrics from Puput Dani Prasetyo Adi et al. (2022), verifyResponse with CoVe to check QoS claims against simulations, and runPythonAnalysis for plotting packet loss data using pandas and matplotlib. GRADE grading scores evidence strength in empirical IoT tests.
Synthesize & Write
Synthesis Agent detects gaps in LoRaWAN reliability via gap detection, flags contradictions in protocol comparisons, and uses exportMermaid for QoS workflow diagrams. Writing Agent employs latexEditText for equations, latexSyncCitations for 10+ papers, and latexCompile for control system reports.
Use Cases
"Plot packet loss rates from LoRaWAN irrigation studies"
Research Agent → searchPapers → Analysis Agent → readPaperContent (Puput Dani Prasetyo Adi et al., 2022) → runPythonAnalysis (pandas plot of loss vs. distance) → matplotlib graph of QoS metrics.
"Write LaTeX report on MQTT vs HTTP QoS in IoT"
Research Agent → findSimilarPapers → Synthesis Agent → gap detection → Writing Agent → latexEditText (add QoS equations) → latexSyncCitations (Permatasari and Dhika, 2018) → latexCompile → PDF with diagrams.
"Find GitHub repos for SD-WAN IoT failover code"
Research Agent → paperExtractUrls (Lukman Medriavin Silalahi et al., 2024) → Code Discovery → paperFindGithubRepo → githubRepoInspect → BGP routing scripts for Fortigate QoS simulation.
Automated Workflows
Deep Research workflow conducts systematic review of 10+ QoS papers: searchPapers → citationGraph → DeepScan (7-step analysis with GRADE checkpoints on latency claims). Theorizer generates hypotheses on fuzzy PID QoS improvements from Riansyah et al. (2021). DeepScan verifies MQTT optimizations (Permatasari and Dhika, 2018) via CoVe chains.
Frequently Asked Questions
What is QoS in IoT networks?
QoS encompasses latency, packet loss, and bandwidth metrics for reliable IoT data transmission in control systems (Puput Dani Prasetyo Adi et al., 2022).
What methods improve IoT QoS?
Methods include MQTT protocol shifts (Claudia Felicia Permatasari and Harry Dhika, 2018), SD-WAN BGP failover (Lukman Medriavin Silalahi et al., 2024), and fuzzy PID control (Andi Riansyah et al., 2021).
What are key papers on this topic?
Top papers: Puput Dani Prasetyo Adi et al. (2022, 27 citations) on LoRaWAN; Setiyo Budiyanto et al. (2021, 13 citations) on WSN; Andi Riansyah et al. (2021, 11 citations) on fuzzy control.
What open problems exist in IoT QoS?
Challenges include scaling low-power protocols without latency spikes and integrating failover in bandwidth-limited agriculture IoT (Lukman Medriavin Silalahi et al., 2024).
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Part of the IoT-based Control Systems Research Guide