Tag: IoT

The Silent Lifeline of IoT: Why Compression is the Future of Air Quality Monitoring

Sotirios PapathanasiouLeave a comment

For years, the Internet of Things (IoT) conversation has been dominated by sensors, cloud platforms, and the flashier world of AI analytics. While AI remains the current “buzzword,” the reality is that millions of IoT devices are already quietly working in the background, providing the essential sensor data that powers our modern world. However, as these deployments mature and scale, a critical bottleneck has emerged: the cost and physical limits of data transmission.

In my experience with Air Quality Monitoring (AQM) solutions, I’ve seen this play out repeatedly. Projects often aim to transmit high-frequency, continuous air quality measurements over long distances, only to hit a wall. Whether it’s the strict payload size limits of LoRaWAN or the spiraling costs of high-frequency transmissions over LTE/NB-IoT, the “raw data” approach is no longer sustainable.

The Problem with “Raw” Transmission

Most IoT data, especially from air quality sensors, is highly structured and repetitive. Devices often transmit variations of the same environmental measurements over and over. Sending this information raw ignores a simple reality: transmission is expensive, not just in terms of data plans, but in battery life, maintenance, and long-term operational costs.

As the industry matures, we are seeing a shift in mindset. Compression is no longer just a low-level technical detail; it is becoming a foundational technology because it makes large-scale deployments sustainable.

Three Pillars of IoT Compression

Integrating lossless compression directly onto the device, rather than relying on the cloud, transforms it into a perpetual efficiency engine. This creates several vital second-order effects:

  • System Resilience: Fewer transmissions lead to less network congestion and fewer collision points. This reduces “chatter” and makes systems like city-wide AQM grids significantly more reliable.
  • Extended Battery Life: Radio transmissions are the primary power drain for most IoT devices. By reducing how often a device needs to “speak,” we can extend battery life dramatically, reducing the need for expensive “truck rolls” to replace batteries in the field.
  • Enhanced Data Quality: Paradoxically, compression allows you to collect more data. By transmitting more intelligently, devices can sample at higher frequencies to capture micro-events and short-lived anomalies that would otherwise be lost due to bandwidth constraints.

Real-World Efficiency: The Up-to 87% Reduction

The potential for this technology is best illustrated by modern encoders capable of high-ratio reduction. For instance, testing with 50 timeseries payloads (32 bytes each) shows a raw size of 1600 bytes being compressed down to just 202 bytes—an 87.4% reduction (Source: Zetako Lab Demo Tool). This level of efficiency allows for high-granularity monitoring even on restricted protocols like LoRaWAN.

MetricRaw DataCompressed Data
Payload Size1600 Bytes202 Bytes
Reduction0%87.4%
IntegrityN/ASHA256 Verified

Conclusion

The future of IoT won’t be defined by who collects the most raw data, but by who uses fewer resources to learn more. In critical infrastructure like healthcare, transportation, and air quality monitoring, these efficiency choices compound.

Compression is no longer just a “feature”, it is a lifeline. Without it, IoT cannot scale sustainably to meet the demands of our data-driven future.

aranet: Comprehensive Environmental Monitoring for a Healthier Home

Sotirios Papathanasiou1 Comment

In an era where indoor air quality and environmental safety are of a high importance, aranet has emerged as one of the leaders in providing reliable and intuitive monitoring solutions. See The Air has thoroughly reviewed several of aranet’s innovative products, each designed to empower individuals with crucial insights into their living spaces. From carbon dioxide levels to radon gas and even radiation, aranet offers peace of mind through precise and accessible data.

Most aranet monitors stand out by providing a holistic view of your environment, often including temperature, relative humidity, and atmospheric pressure alongside their primary measurements. This multi-parameter approach helps users understand the interplay of various factors affecting their indoor comfort and health.

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Review: M5Stack K131 AirQ – All in One Portable Air Quality Monitor

Sotirios Papathanasiou2 Comments

The M5Stack K131 AirQ is an all-in-one air quality monitor designed for easy and comprehensive monitoring of your environment. It is a portable air quality monitor and an ideal companion for those who want to track their exposure to environmental pollutants.

Characteristics

Pros:

  • Multi-sensor: It goes beyond basic temperature and humidity readings, offering detailed readings on PM1.0,PM2.5, PM4, PM10 particles, VOCs, NO2, and CO2 concentration. This gives you a holistic view of your air quality.
  • E-ink display: The easy-to-read e-ink display provides clear visuals of the monitored metrics, even in low light conditions. Even in a power outage, the last screen will still be visible.
  • Versatile mounting: LEGO mounting holes, magnets, and detachable hanging ears offer various installation options for different environments.
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Review: AIR-1 Air Quality For Home Assistant

Sotirios Papathanasiou2 Comments

Breathe Easy and Tinker Freely: A Review of the AIR-1 Air Quality Sensor for Home Assistant

For the privacy-conscious and perfectionist homeowners who crave customization, the AIR-1 Air Quality Sensor by Apollo Automation is a breath of fresh air (literally). This sensor goes beyond simply monitoring air quality; it empowers you to take control of your indoor environment.

A little background about Home Assistant: Home Assistant is an open-source home automation that puts local control and privacy first. Powered by a worldwide community of DIY enthusiasts. Think of it as Apple’s HomeKit with the ability for endless customizations.

Specifications

  • Particulate Sensor
  • CO2 Photoacoustic NDIR Sensor (Optional)
  • Gas Sensor MOS Package (CO, NO2, C2H5OH, H2, NH3, and CH4) (Optional)
  • TVOC Sensor
  • Temperature and Humidity Sensor
  • Barometric Pressure
  • 3 RGB LEDs
  • USB-C
  • WiFi 2.4 GHz
  • Bluetooth 5

All the specifications and sensor manufactures are listed here.

Built for the DIY Enthusiast

Unlike many smart home devices, the AIR-1 doesn’t lock you into a proprietary ecosystem. It leverages the open-source power of Home Assistant, giving you complete control over your data and how it’s used. This is perfect for those who want to tinker and integrate the AIR-1 into their existing smart home setup.

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From Boom to Bust: The Great IoT Air Quality Recession

Sotirios Papathanasiou2 Comments

The once booming Internet of Things (IoT) air quality monitoring market is facing a harsh reality check. Fueled by a surge in AI startups attracting investments and a subsequent saturation of low-cost air quality monitors, the industry is experiencing a period of upheaval. This downturn, dubbed “The Great IoT Air Quality Recession,” is forcing companies to adapt or face extinction. I see many high-profile executives leaving previously thought innovative startups in the realm of air quality in search of a more “stable” future.

A Wave of Investment and Sensor Saturation

AI startups like ChatGTP and similar, promising to leverage the power of machine learning to generate content or analyze data, became investor darlings. This new influx of cash is fueling the decline of IoT low-cost air quality solutions.

After the COVID-19 pandemic, the market quickly became saturated with low-cost monitors that promised that will fix indoor and outdoor environments. Buildings were filled with cheap monitors, but actionable insights remained scarce. The promised AI-powered analysis, in many cases, failed to materialize. Consumers were left with a plethora of data points with no clear understanding of what it all meant or what to do.

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Review: Canāree by Piera Systems

Sotirios Papathanasiou6 Comments

This is a quick review of the Canāree. An indoor air quality monitor that you can carry around thanks to its compact size.

Specifications

  • 7-Bin Optical Particle Counter Sensor (PM1.0/PM2.5/PM10)
  • Volatile Organic Compounds (VOC)
  • Temperature Sensor
  • Humidity Sensor
  • Air Pressure Sensor
  • USB-A
  • WiFi Module
  • RGB LED AQ Indicator
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Air Quality Monitors – Comparison List 2022 Q2

Sotirios Papathanasiou4 Comments

The famous list with all the available indoor air quality monitors is finally updated. In this version there are two tabs. Air quality monitors for consumers (B2C) and for businesses (B2B). As always, I stay away from knockoffs and cheap products. An air quality monitor needs to function properly for 5 to 10 years depending the sensors − gas sensors tend to have a shorter lifespan.

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Review: View Plus by Airthings

Sotirios Papathanasiou1 Comment

View Plus is the flagship air quality monitor from Airthings which was designed to address as many indoor parameters as possible and it complies with Green Building Certification.

The philosophy behind Airthings air quality monitors is simple. They try to make B2C and B2B clients’ life easy. One clear example is that all monitors, including the View Plus, work on simple AA batteries in order to avoid installation fees (from construction workers) and ugly cables running all over the walls.

Specifications

  • Particulate Matter (PM2.5) Laser OPC Sensor 0-500 μg/m3
  • Carbon Dioxide (CO2) NDIR Sensor 400–5000 ppm
  • Volatile Organic Compound (VOCs) Metal-oxide Sensor 0-10000 ppb
  • Temperature Sensor
  • Humidity Sensor
  • Air Pressure Sensor 500-1100 mBar
  • Light Sensor
  • Hand Gesture Sensor
  • Noise Sensor 35 – 120 dBA SPL
  • E-Ink 2.9″
  • RGB LED Indicator
  • 6 AA batteries or USB-C
  • Mesh SmartLink and Bluetooth LE
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Review: Senstate Urban Air Quality Station

Sotirios PapathanasiouLeave a comment

I was given the chance to review an air quality monitor from a European company that is located in one of the most contaminated countries with the highest concentrations of particulate matter − the notorious pollutant which causes premature deaths and many illnesses.

Each year during the cold winter months, Bulgaria has the highest PM2.5 concentrations of all EU-28 member states in urban areas (I have the chance to experience it in person in Sofia). The reason is wood and coal burning. Senstate Technologies SC is a Bulgarian company with experience in the field of environmental issues.

The Senstate Urban Air Quality Station is a versatile and configurable air quality monitor with cutting-edge technologies on board, I will give you more information about it in a hot minute.

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Office Study – Tapping Into The Real World Air Quality Data

Sotirios PapathanasiouLeave a comment

Nowadays, it is a privilege to have access to a real indoor environment where you can measure and quantify indoor environmental quality (IEQ). It is not an easy task because most companies keep AQ data private, and we totally respect that. However, sometimes tapping into the real world data is fundamental in order to understand the conditions white color employees and employers work in an effort to improve work conditions and productivity.

The owner of the building and the office granted me access to installing the Atmocube IAQ monitor for two months, in order to figure out what improvements shall apply in their effort to mitigate covid19, improve working conditions and boost productivity. The office is located in Almeria, Spain which is a coastal city.

They don’t have any mechanical ventilation systems, so the indoor conditions were subject to their human actions and whether they opened the windows/doors or not.

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