FOSS Linux published a tutorial about encrypting LVM volumes with LUKS.
How to encrypt LVM volumes with LUKS
It employs a device mapper crypt (dm-crypt) to monitor encryption at the block device level and is designed as a Kernel module. Now follow the steps provided herein to complete the encryption of LVM Volumes using LUKS.