Only use approved smoke chips that are specially made and sold for grilling and smoking.
Do not use home-made smoke chips because they may contain paint or chemicals which could result in unhealthy smoke.
The smoke taste from home-made wood chips may also be suboptimal because they generate more or less smoke and have different properties.
You can buy smoke chips in specialized cooking shops or here.