Do you think we could face any difficulties in obtaining the visa on arrival?

Hi, myself and my wife are holders of Armenian passports, we live in Hong Kong and we both have HK ID cards. We intend to visit Shenzhen over the week-end. Should we apply for a Chinese visa in HK? Thanks.