The magnitude-3.5 quake struck at 9:17 pm, the US Geological Survey said.
Los Angeles city and county fire departments said there were no immediate reports of damage or injury.
A USGS website for citizen reports of quake intensity showed tremors were felt from the San Fernando Valley to Simi Valley north of Los Angeles down to the Long Beach area.