Pavel Fric
The Hidden Challenge in Robot Fleets: Roaming, Latency, and Wireless Stability
When people talk about autonomous robots, the conversation usually focuses on AI models, sensors, cameras, and navigation algorithms. But there is another critical layer that often determines whether a robot system succeeds in real-world deployment: Wireless connectivity. A robot can have advanced AI capabilities, but without reliable communication, even the smartest robot may struggle in…
Physical AI Connectivity – AI Robots Don’t Run on AI Alone. They Run on Connectivity.
Every week, we see exciting breakthroughs in robotics. Smarter vision models. Faster inference. More powerful edge AI hardware. But when robots leave the lab and enter factories, warehouses, farms, or outdoor environments, something interesting happens. The biggest challenge often isn’t AI. It’s connectivity ! An autonomous robot may have enough computing power to understand its surroundings,…
Why Controller-Based Industrial WiFi Is Breaking in Real Deployments
Most industrial WiFi networks are still built on a controller-based architecture. And in controlled lab environments, it works. But in real industrial deployments, the story is very different. Factories, mines, ports, and warehouses are not static environments. They are dynamic, noisy, and constantly changing systems. And that’s exactly where controller-based WiFi starts to fail. The…
QCN6224 Wi-Fi 7 2×2 Module Overview for Cost-Optimized APs
Introduction As Wi-Fi 7 (IEEE 802.11be) transitions from cutting-edge innovation to mainstream deployment, device manufacturers increasingly look for wireless solutions that balance performance, cost, and energy efficiency. The QCN6224 Wi-Fi 7 2×2 module delivers exactly that balance. It brings next-generation connectivity into cost-optimized access points (APs), routers, CPEs, and industrial gateways, without significantly increasing system complexity or bill-of-materials…
Why most robotics products fail at production stage (not an AI problem)
Introduction In the robotics and edge AI industry, there is a common assumption: If the AI model works, the product is ready. But in reality, many robotics products fail not because of AI algorithms — but because of system-level engineering challenges that only appear in real-world deployment. After working with industrial wireless systems and edge AI…
WiFi 7 + TDMA:From Faster Wireless to Smarter Wireless
For years, WiFi innovation has been measured by one simple metric: How fast can we transmit data? WiFi 5 brought higher throughput. WiFi 6 introduced OFDMA and improved efficiency. WiFi 7 pushed the boundaries further with 320MHz channels, Multi-Link Operation (MLO), and 4096-QAM. But for industrial networks, outdoor broadband, and mission-critical applications, speed alone is no…
DR9574S: Building WiFi 7 Industrial APs with Qualcomm IPQ9574
The next generation of industrial wireless networks is not only about faster WiFi speeds. For industrial applications, wireless infrastructure needs to deliver: This is where WiFi 7 is becoming a key technology for the future of industrial networking. However, transforming WiFi 7 technology into a reliable industrial product requires more than just a powerful chipset.…