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I had imagined that for some applications, however, the sensors would be so cheap that it would be cost-effective to deploy far more than you need and just let them fail one by one until the number of fails hits some critical threshold below which you can't sustain the application.
Next time I talk to someone involved with IoT, I'm going to ask that question.
Unless someone who knows the answer wants to chime in...?