The founder of the now-defunct streaming video service Aereo is back with a plot to disrupt another industry: broadband.

In a presentation in New York on Wednesday, Chaitanya Kanojia said his new startup, Starry Inc., would seek to offer low-cost and high-speed wireless internet service to customers’ homes by using high-frequency “millimeter” electromagnetic airwaves and new proprietary technology.

Such...